Overview

Brought to you by YData

Dataset statistics

Number of variables122
Number of observations307511
Missing cells764371
Missing cells (%)2.0%
Duplicate rows0
Duplicate rows (%)0.0%

Variable types

Numeric106
Categorical16

Alerts

ORGANIZATION_TYPE has a high cardinality: 58 distinct values High cardinality
CNT_CHILDREN is highly overall correlated with CNT_FAM_MEMBERSHigh correlation
AMT_CREDIT is highly overall correlated with AMT_ANNUITY and 1 other fieldsHigh correlation
AMT_ANNUITY is highly overall correlated with AMT_CREDIT and 1 other fieldsHigh correlation
AMT_GOODS_PRICE is highly overall correlated with AMT_CREDIT and 1 other fieldsHigh correlation
DAYS_BIRTH is highly overall correlated with EXT_SOURCE_1High correlation
FLAG_EMP_PHONE is highly overall correlated with DAYS_EMPLOYED and 1 other fieldsHigh correlation
CNT_FAM_MEMBERS is highly overall correlated with CNT_CHILDRENHigh correlation
REGION_RATING_CLIENT is highly overall correlated with REGION_POPULATION_RELATIVE and 1 other fieldsHigh correlation
REGION_RATING_CLIENT_W_CITY is highly overall correlated with REGION_POPULATION_RELATIVE and 1 other fieldsHigh correlation
REG_REGION_NOT_WORK_REGION is highly overall correlated with LIVE_REGION_NOT_WORK_REGIONHigh correlation
LIVE_REGION_NOT_WORK_REGION is highly overall correlated with REG_REGION_NOT_WORK_REGIONHigh correlation
REG_CITY_NOT_WORK_CITY is highly overall correlated with LIVE_CITY_NOT_WORK_CITYHigh correlation
LIVE_CITY_NOT_WORK_CITY is highly overall correlated with REG_CITY_NOT_WORK_CITYHigh correlation
EXT_SOURCE_1 is highly overall correlated with DAYS_BIRTHHigh correlation
APARTMENTS_AVG is highly overall correlated with BASEMENTAREA_AVG and 23 other fieldsHigh correlation
BASEMENTAREA_AVG is highly overall correlated with APARTMENTS_AVG and 17 other fieldsHigh correlation
YEARS_BEGINEXPLUATATION_AVG is highly overall correlated with YEARS_BUILD_AVG and 4 other fieldsHigh correlation
YEARS_BUILD_AVG is highly overall correlated with YEARS_BEGINEXPLUATATION_AVG and 6 other fieldsHigh correlation
COMMONAREA_AVG is highly overall correlated with APARTMENTS_AVG and 14 other fieldsHigh correlation
ELEVATORS_AVG is highly overall correlated with APARTMENTS_AVG and 23 other fieldsHigh correlation
ENTRANCES_AVG is highly overall correlated with APARTMENTS_AVG and 14 other fieldsHigh correlation
FLOORSMAX_AVG is highly overall correlated with APARTMENTS_AVG and 20 other fieldsHigh correlation
FLOORSMIN_AVG is highly overall correlated with ELEVATORS_AVG and 7 other fieldsHigh correlation
LANDAREA_AVG is highly overall correlated with LANDAREA_MODE and 1 other fieldsHigh correlation
LIVINGAPARTMENTS_AVG is highly overall correlated with APARTMENTS_AVG and 23 other fieldsHigh correlation
LIVINGAREA_AVG is highly overall correlated with APARTMENTS_AVG and 23 other fieldsHigh correlation
NONLIVINGAPARTMENTS_AVG is highly overall correlated with NONLIVINGAPARTMENTS_MODE and 1 other fieldsHigh correlation
NONLIVINGAREA_AVG is highly overall correlated with NONLIVINGAREA_MODE and 1 other fieldsHigh correlation
APARTMENTS_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fieldsHigh correlation
BASEMENTAREA_MODE is highly overall correlated with APARTMENTS_AVG and 17 other fieldsHigh correlation
YEARS_BEGINEXPLUATATION_MODE is highly overall correlated with YEARS_BEGINEXPLUATATION_AVG and 1 other fieldsHigh correlation
YEARS_BUILD_MODE is highly overall correlated with YEARS_BEGINEXPLUATATION_AVG and 6 other fieldsHigh correlation
COMMONAREA_MODE is highly overall correlated with APARTMENTS_AVG and 14 other fieldsHigh correlation
ELEVATORS_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fieldsHigh correlation
ENTRANCES_MODE is highly overall correlated with APARTMENTS_AVG and 14 other fieldsHigh correlation
FLOORSMAX_MODE is highly overall correlated with APARTMENTS_AVG and 20 other fieldsHigh correlation
FLOORSMIN_MODE is highly overall correlated with ELEVATORS_AVG and 7 other fieldsHigh correlation
LANDAREA_MODE is highly overall correlated with LANDAREA_AVG and 1 other fieldsHigh correlation
LIVINGAPARTMENTS_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fieldsHigh correlation
LIVINGAREA_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fieldsHigh correlation
NONLIVINGAPARTMENTS_MODE is highly overall correlated with NONLIVINGAPARTMENTS_AVG and 1 other fieldsHigh correlation
NONLIVINGAREA_MODE is highly overall correlated with NONLIVINGAREA_AVG and 1 other fieldsHigh correlation
APARTMENTS_MEDI is highly overall correlated with APARTMENTS_AVG and 23 other fieldsHigh correlation
BASEMENTAREA_MEDI is highly overall correlated with APARTMENTS_AVG and 17 other fieldsHigh correlation
YEARS_BEGINEXPLUATATION_MEDI is highly overall correlated with YEARS_BEGINEXPLUATATION_AVG and 4 other fieldsHigh correlation
YEARS_BUILD_MEDI is highly overall correlated with YEARS_BEGINEXPLUATATION_AVG and 6 other fieldsHigh correlation
COMMONAREA_MEDI is highly overall correlated with APARTMENTS_AVG and 14 other fieldsHigh correlation
ELEVATORS_MEDI is highly overall correlated with APARTMENTS_AVG and 23 other fieldsHigh correlation
ENTRANCES_MEDI is highly overall correlated with APARTMENTS_AVG and 14 other fieldsHigh correlation
FLOORSMAX_MEDI is highly overall correlated with APARTMENTS_AVG and 20 other fieldsHigh correlation
FLOORSMIN_MEDI is highly overall correlated with ELEVATORS_AVG and 7 other fieldsHigh correlation
LANDAREA_MEDI is highly overall correlated with LANDAREA_AVG and 1 other fieldsHigh correlation
LIVINGAPARTMENTS_MEDI is highly overall correlated with APARTMENTS_AVG and 23 other fieldsHigh correlation
LIVINGAREA_MEDI is highly overall correlated with APARTMENTS_AVG and 23 other fieldsHigh correlation
NONLIVINGAPARTMENTS_MEDI is highly overall correlated with NONLIVINGAPARTMENTS_AVG and 1 other fieldsHigh correlation
NONLIVINGAREA_MEDI is highly overall correlated with NONLIVINGAREA_AVG and 1 other fieldsHigh correlation
TOTALAREA_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fieldsHigh correlation
OBS_30_CNT_SOCIAL_CIRCLE is highly overall correlated with OBS_60_CNT_SOCIAL_CIRCLEHigh correlation
DEF_30_CNT_SOCIAL_CIRCLE is highly overall correlated with DEF_60_CNT_SOCIAL_CIRCLEHigh correlation
OBS_60_CNT_SOCIAL_CIRCLE is highly overall correlated with OBS_30_CNT_SOCIAL_CIRCLEHigh correlation
DEF_60_CNT_SOCIAL_CIRCLE is highly overall correlated with DEF_30_CNT_SOCIAL_CIRCLEHigh correlation
FLAG_DOCUMENT_3 is highly overall correlated with FLAG_DOCUMENT_8High correlation
FLAG_DOCUMENT_6 is highly overall correlated with DAYS_EMPLOYED and 1 other fieldsHigh correlation
FLAG_DOCUMENT_8 is highly overall correlated with FLAG_DOCUMENT_3High correlation
REGION_POPULATION_RELATIVE is highly overall correlated with REGION_RATING_CLIENT and 1 other fieldsHigh correlation
DAYS_EMPLOYED is highly overall correlated with FLAG_EMP_PHONE and 1 other fieldsHigh correlation
OCCUPATION_TYPE has 96391 (31.3%) missing values Missing
FONDKAPREMONT_MODE has 210295 (68.4%) missing values Missing
HOUSETYPE_MODE has 154297 (50.2%) missing values Missing
WALLSMATERIAL_MODE has 156341 (50.8%) missing values Missing
EMERGENCYSTATE_MODE has 145755 (47.4%) missing values Missing
AMT_INCOME_TOTAL is highly skewed (γ1 = 391.5577441) Skewed
FLAG_MOBIL is highly skewed (γ1 = -554.5340386) Skewed
FLAG_CONT_MOBILE is highly skewed (γ1 = -23.08105976) Skewed
FLAG_DOCUMENT_2 is highly skewed (γ1 = 153.7910672) Skewed
FLAG_DOCUMENT_4 is highly skewed (γ1 = 110.8938235) Skewed
FLAG_DOCUMENT_7 is highly skewed (γ1 = 72.17375589) Skewed
FLAG_DOCUMENT_10 is highly skewed (γ1 = 209.5880313) Skewed
FLAG_DOCUMENT_12 is highly skewed (γ1 = 392.1128664) Skewed
FLAG_DOCUMENT_15 is highly skewed (γ1 = 28.69919309) Skewed
FLAG_DOCUMENT_17 is highly skewed (γ1 = 61.21384168) Skewed
FLAG_DOCUMENT_19 is highly skewed (γ1 = 40.95593453) Skewed
FLAG_DOCUMENT_20 is highly skewed (γ1 = 44.36468039) Skewed
FLAG_DOCUMENT_21 is highly skewed (γ1 = 54.61267275) Skewed
SK_ID_CURR has unique values Unique
TARGET has 282686 (91.9%) zeros Zeros
CNT_CHILDREN has 215371 (70.0%) zeros Zeros
FLAG_EMP_PHONE has 55386 (18.0%) zeros Zeros
FLAG_WORK_PHONE has 246203 (80.1%) zeros Zeros
FLAG_PHONE has 221080 (71.9%) zeros Zeros
FLAG_EMAIL has 290069 (94.3%) zeros Zeros
REG_REGION_NOT_LIVE_REGION has 302854 (98.5%) zeros Zeros
REG_REGION_NOT_WORK_REGION has 291899 (94.9%) zeros Zeros
LIVE_REGION_NOT_WORK_REGION has 295008 (95.9%) zeros Zeros
REG_CITY_NOT_LIVE_CITY has 283472 (92.2%) zeros Zeros
REG_CITY_NOT_WORK_CITY has 236644 (77.0%) zeros Zeros
LIVE_CITY_NOT_WORK_CITY has 252296 (82.0%) zeros Zeros
BASEMENTAREA_AVG has 14745 (4.8%) zeros Zeros
COMMONAREA_AVG has 8442 (2.7%) zeros Zeros
ELEVATORS_AVG has 85718 (27.9%) zeros Zeros
LANDAREA_AVG has 15600 (5.1%) zeros Zeros
NONLIVINGAPARTMENTS_AVG has 54549 (17.7%) zeros Zeros
NONLIVINGAREA_AVG has 58735 (19.1%) zeros Zeros
BASEMENTAREA_MODE has 16598 (5.4%) zeros Zeros
COMMONAREA_MODE has 9690 (3.2%) zeros Zeros
ELEVATORS_MODE has 89498 (29.1%) zeros Zeros
FLOORSMAX_MODE has 3415 (1.1%) zeros Zeros
LANDAREA_MODE has 17453 (5.7%) zeros Zeros
NONLIVINGAPARTMENTS_MODE has 59255 (19.3%) zeros Zeros
NONLIVINGAREA_MODE has 67126 (21.8%) zeros Zeros
BASEMENTAREA_MEDI has 14991 (4.9%) zeros Zeros
COMMONAREA_MEDI has 8691 (2.8%) zeros Zeros
ELEVATORS_MEDI has 87026 (28.3%) zeros Zeros
LANDAREA_MEDI has 15919 (5.2%) zeros Zeros
NONLIVINGAPARTMENTS_MEDI has 56097 (18.2%) zeros Zeros
NONLIVINGAREA_MEDI has 60954 (19.8%) zeros Zeros
OBS_30_CNT_SOCIAL_CIRCLE has 163910 (53.3%) zeros Zeros
DEF_30_CNT_SOCIAL_CIRCLE has 271324 (88.2%) zeros Zeros
OBS_60_CNT_SOCIAL_CIRCLE has 164666 (53.5%) zeros Zeros
DEF_60_CNT_SOCIAL_CIRCLE has 280721 (91.3%) zeros Zeros
DAYS_LAST_PHONE_CHANGE has 37672 (12.3%) zeros Zeros
FLAG_DOCUMENT_2 has 307498 (> 99.9%) zeros Zeros
FLAG_DOCUMENT_3 has 89171 (29.0%) zeros Zeros
FLAG_DOCUMENT_4 has 307486 (> 99.9%) zeros Zeros
FLAG_DOCUMENT_5 has 302863 (98.5%) zeros Zeros
FLAG_DOCUMENT_6 has 280433 (91.2%) zeros Zeros
FLAG_DOCUMENT_7 has 307452 (> 99.9%) zeros Zeros
FLAG_DOCUMENT_8 has 282487 (91.9%) zeros Zeros
FLAG_DOCUMENT_9 has 306313 (99.6%) zeros Zeros
FLAG_DOCUMENT_10 has 307504 (> 99.9%) zeros Zeros
FLAG_DOCUMENT_11 has 306308 (99.6%) zeros Zeros
FLAG_DOCUMENT_12 has 307509 (> 99.9%) zeros Zeros
FLAG_DOCUMENT_13 has 306427 (99.6%) zeros Zeros
FLAG_DOCUMENT_14 has 306608 (99.7%) zeros Zeros
FLAG_DOCUMENT_15 has 307139 (99.9%) zeros Zeros
FLAG_DOCUMENT_16 has 304458 (99.0%) zeros Zeros
FLAG_DOCUMENT_17 has 307429 (> 99.9%) zeros Zeros
FLAG_DOCUMENT_18 has 305011 (99.2%) zeros Zeros
FLAG_DOCUMENT_19 has 307328 (99.9%) zeros Zeros
FLAG_DOCUMENT_20 has 307355 (99.9%) zeros Zeros
FLAG_DOCUMENT_21 has 307408 (> 99.9%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_HOUR has 264366 (86.0%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_DAY has 264503 (86.0%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_WEEK has 257456 (83.7%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_MON has 222233 (72.3%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_QRT has 215417 (70.1%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_YEAR has 71801 (23.3%) zeros Zeros

Reproduction

Analysis started2025-05-21 03:44:41.778324
Analysis finished2025-05-21 03:59:27.252073
Duration14 minutes and 45.47 seconds
Software versionydata-profiling vv4.16.1
Download configurationconfig.json

Variables

SK_ID_CURR
Real number (ℝ)

Unique 

Distinct307511
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean278180.52
Minimum100002
Maximum456255
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:27.553769image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum100002
5-th percentile100002
Q1191355
median273662
Q3373967
95-th percentile456255
Maximum456255
Range356253
Interquartile range (IQR)182612

Descriptive statistics

Standard deviation102790.18
Coefficient of variation (CV)0.36950889
Kurtosis-1.1989878
Mean278180.52
Median Absolute Deviation (MAD)82306
Skewness-0.0012002292
Sum8.5543569 × 1010
Variance1.056582 × 1010
MonotonicityNot monotonic
2025-05-21T03:59:27.780236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
100274 1
 
< 0.1%
100800 1
 
< 0.1%
100884 1
 
< 0.1%
100986 1
 
< 0.1%
101094 1
 
< 0.1%
101475 1
 
< 0.1%
101627 1
 
< 0.1%
101775 1
 
< 0.1%
102119 1
 
< 0.1%
102524 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
100002 1
< 0.1%
100003 1
< 0.1%
100004 1
< 0.1%
100006 1
< 0.1%
100007 1
< 0.1%
100008 1
< 0.1%
100009 1
< 0.1%
100010 1
< 0.1%
100011 1
< 0.1%
100012 1
< 0.1%
ValueCountFrequency (%)
100231 1
< 0.1%
100230 1
< 0.1%
100229 1
< 0.1%
100228 1
< 0.1%
100227 1
< 0.1%
100226 1
< 0.1%
100225 1
< 0.1%
100224 1
< 0.1%
100221 1
< 0.1%
100220 1
< 0.1%

TARGET
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.080728819
Minimum0
Maximum1
Zeros282686
Zeros (%)91.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:27.947872image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.27241865
Coefficient of variation (CV)3.3744906
Kurtosis7.4749683
Mean0.080728819
Median Absolute Deviation (MAD)0
Skewness3.0781437
Sum24825
Variance0.074211918
MonotonicityNot monotonic
2025-05-21T03:59:28.117228image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 282686
91.9%
1 24825
 
8.1%
ValueCountFrequency (%)
1 24825
 
8.1%
0 282686
91.9%
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size0.0 B
Cash loans
 
1
Revolving loans
 
1
(Missing)
307509 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowCash loans
2nd rowCash loans
3rd rowRevolving loans
4th rowCash loans
5th rowCash loans

Common Values

ValueCountFrequency (%)
Cash loans 1
 
< 0.1%
Revolving loans 1
 
< 0.1%
(Missing) 307509
> 99.9%

Common Values (Plot)

2025-05-21T03:59:28.284626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

CODE_GENDER
Categorical

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size0.0 B
F
 
1
M
 
1
XNA
 
1
(Missing)
307508 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowM
2nd rowF
3rd rowM
4th rowF
5th rowM

Common Values

ValueCountFrequency (%)
F 1
 
< 0.1%
M 1
 
< 0.1%
XNA 1
 
< 0.1%
(Missing) 307508
> 99.9%

Common Values (Plot)

2025-05-21T03:59:28.438617image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

FLAG_OWN_CAR
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size0.0 B
N
 
1
Y
 
1
(Missing)
307509 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowN
2nd rowN
3rd rowY
4th rowN
5th rowN

Common Values

ValueCountFrequency (%)
N 1
 
< 0.1%
Y 1
 
< 0.1%
(Missing) 307509
> 99.9%

Common Values (Plot)

2025-05-21T03:59:28.584258image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

FLAG_OWN_REALTY
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size0.0 B
Y
 
1
N
 
1
(Missing)
307509 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowY
2nd rowN
3rd rowY
4th rowY
5th rowY

Common Values

ValueCountFrequency (%)
Y 1
 
< 0.1%
N 1
 
< 0.1%
(Missing) 307509
> 99.9%

Common Values (Plot)

2025-05-21T03:59:28.724747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

CNT_CHILDREN
Real number (ℝ)

High correlation  Zeros 

Distinct15
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.41705175
Minimum0
Maximum19
Zeros215371
Zeros (%)70.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:28.872583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile19
Maximum19
Range19
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.72212138
Coefficient of variation (CV)1.7314911
Kurtosis7.9039583
Mean0.41705175
Median Absolute Deviation (MAD)0
Skewness1.9745948
Sum128248
Variance0.52145929
MonotonicityNot monotonic
2025-05-21T03:59:29.046265image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
2 1
 
< 0.1%
3 1
 
< 0.1%
4 1
 
< 0.1%
5 1
 
< 0.1%
6 1
 
< 0.1%
7 1
 
< 0.1%
14 1
 
< 0.1%
12 1
 
< 0.1%
Other values (5) 5
 
< 0.1%
(Missing) 307496
> 99.9%
ValueCountFrequency (%)
0 215371
70.0%
1 61119
 
19.9%
2 26749
 
8.7%
3 3717
 
1.2%
4 429
 
0.1%
5 84
 
< 0.1%
6 21
 
< 0.1%
7 7
 
< 0.1%
8 2
 
< 0.1%
9 2
 
< 0.1%
ValueCountFrequency (%)
19 2
 
< 0.1%
14 3
 
< 0.1%
12 2
 
< 0.1%
11 1
 
< 0.1%
10 2
 
< 0.1%
9 2
 
< 0.1%
8 2
 
< 0.1%
7 7
 
< 0.1%
6 21
 
< 0.1%
5 84
< 0.1%

AMT_INCOME_TOTAL
Real number (ℝ)

Skewed 

Distinct2548
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean168797.92
Minimum25650
Maximum1.17 × 108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:29.253713image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum25650
5-th percentile25650
Q1112500
median144000
Q3202500
95-th percentile1.17 × 108
Maximum1.17 × 108
Range1.1697435 × 108
Interquartile range (IQR)90000

Descriptive statistics

Standard deviation237123.15
Coefficient of variation (CV)1.4047753
Kurtosis191783.44
Mean168797.92
Median Absolute Deviation (MAD)45000
Skewness391.55774
Sum5.1907217 × 1010
Variance5.6227387 × 1010
MonotonicityNot monotonic
2025-05-21T03:59:29.481600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
90000 1
 
< 0.1%
157500 1
 
< 0.1%
270000 1
 
< 0.1%
247500 1
 
< 0.1%
202500 1
 
< 0.1%
135000 1
 
< 0.1%
81000 1
 
< 0.1%
67500 1
 
< 0.1%
225000 1
 
< 0.1%
112500 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
25650 2
 
< 0.1%
26100 3
 
< 0.1%
26460 1
 
< 0.1%
26550 2
 
< 0.1%
27000 66
< 0.1%
27585 1
 
< 0.1%
27900 7
 
< 0.1%
27967.5 1
 
< 0.1%
28161 1
 
< 0.1%
28350 11
 
< 0.1%
ValueCountFrequency (%)
52515 1
 
< 0.1%
52470 1
 
< 0.1%
52438.5 1
 
< 0.1%
52425 2
 
< 0.1%
52303.5 1
 
< 0.1%
52200 13
 
< 0.1%
51840 1
 
< 0.1%
51817.5 1
 
< 0.1%
51750 89
< 0.1%
51691.5 1
 
< 0.1%

AMT_CREDIT
Real number (ℝ)

High correlation 

Distinct5603
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean599026
Minimum45000
Maximum4050000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:29.712363image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum45000
5-th percentile45000
Q1273636
median508495.5
Q3768550.5
95-th percentile4050000
Maximum4050000
Range4005000
Interquartile range (IQR)494914.5

Descriptive statistics

Standard deviation402490.78
Coefficient of variation (CV)0.67190869
Kurtosis1.9339903
Mean599026
Median Absolute Deviation (MAD)246694.5
Skewness1.2347725
Sum1.8420708 × 1011
Variance1.6199883 × 1011
MonotonicityNot monotonic
2025-05-21T03:59:29.929834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
808650 1
 
< 0.1%
1288350 1
 
< 0.1%
508495.5 1
 
< 0.1%
360000 1
 
< 0.1%
540000 1
 
< 0.1%
1350000 1
 
< 0.1%
270000 1
 
< 0.1%
247500 1
 
< 0.1%
202500 1
 
< 0.1%
900000 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
45000 230
0.1%
47970 218
0.1%
48519 1
 
< 0.1%
49455 19
 
< 0.1%
49500 40
 
< 0.1%
49752 53
 
< 0.1%
50940 393
0.1%
52128 115
 
< 0.1%
52767 16
 
< 0.1%
53910 56
 
< 0.1%
ValueCountFrequency (%)
125109 12
 
< 0.1%
124722 30
 
< 0.1%
124438.5 16
 
< 0.1%
124380 24
 
< 0.1%
123993 85
< 0.1%
123768 11
 
< 0.1%
123637.5 137
< 0.1%
122521.5 9
 
< 0.1%
122256 49
 
< 0.1%
121878 1
 
< 0.1%

AMT_ANNUITY
Real number (ℝ)

High correlation 

Distinct13673
Distinct (%)4.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum1615.5
Maximumnan
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:30.135628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1615.5
5-th percentile1615.5
Q116839
median24624
Q332602.5
95-th percentile258025.5
Maximumnan
Rangenan
Interquartile range (IQR)15763.5

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)8613
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:30.532481image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
15750 1
 
< 0.1%
23773.5 1
 
< 0.1%
11250 1
 
< 0.1%
22018.5 1
 
< 0.1%
32602.5 1
 
< 0.1%
14751 1
 
< 0.1%
24592.5 1
 
< 0.1%
37669.5 1
 
< 0.1%
13500 1
 
< 0.1%
31630.5 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
1615.5 1
< 0.1%
1980 2
< 0.1%
1993.5 1
< 0.1%
2052 1
< 0.1%
2164.5 2
< 0.1%
2173.5 1
< 0.1%
2187 2
< 0.1%
2205 1
< 0.1%
2295 2
< 0.1%
2299.5 1
< 0.1%
ValueCountFrequency (%)
4320 1
 
< 0.1%
4311 4
< 0.1%
4302 4
< 0.1%
4297.5 3
 
< 0.1%
4293 2
 
< 0.1%
4288.5 2
 
< 0.1%
4279.5 8
< 0.1%
4275 4
< 0.1%
4270.5 1
 
< 0.1%
4266 6
< 0.1%

AMT_GOODS_PRICE
Real number (ℝ)

High correlation 

Distinct1003
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum40500
Maximumnan
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:30.756139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum40500
5-th percentile40500
Q1238500
median450000
Q3675000
95-th percentile4050000
Maximumnan
Rangenan
Interquartile range (IQR)436500

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)225000
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:30.968561image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
270000 1
 
< 0.1%
900000 1
 
< 0.1%
225000 1
 
< 0.1%
675000 1
 
< 0.1%
180000 1
 
< 0.1%
450000 1
 
< 0.1%
1350000 1
 
< 0.1%
1125000 1
 
< 0.1%
135000 1
 
< 0.1%
454500 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
40500 1
 
< 0.1%
45000 1169
0.4%
49500 157
 
0.1%
50751 1
 
< 0.1%
54000 290
 
0.1%
58500 324
 
0.1%
59782.5 1
 
< 0.1%
60070.5 1
 
< 0.1%
63000 116
 
< 0.1%
67392 2
 
< 0.1%
ValueCountFrequency (%)
364500 293
 
0.1%
362632.5 1
 
< 0.1%
360000 4553
1.5%
357133.5 1
 
< 0.1%
356598 1
 
< 0.1%
355500 221
 
0.1%
354645 1
 
< 0.1%
354015 1
 
< 0.1%
353749.5 1
 
< 0.1%
353641.5 1
 
< 0.1%

NAME_TYPE_SUITE
Categorical

Distinct8
Distinct (%)< 0.1%
Missing1292
Missing (%)0.4%
Memory size0.0 B
Unaccompanied
 
1
Family
 
1
Spouse, partner
 
1
Children
 
1
Other_B
 
1
Other values (2)
 
2
(Missing)
306212 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowUnaccompanied
2nd rowFamily
3rd rowUnaccompanied
4th rowUnaccompanied
5th rowUnaccompanied

Common Values

ValueCountFrequency (%)
Unaccompanied 1
 
< 0.1%
Family 1
 
< 0.1%
Spouse, partner 1
 
< 0.1%
Children 1
 
< 0.1%
Other_B 1
 
< 0.1%
Other_A 1
 
< 0.1%
Group of people 1
 
< 0.1%
(Missing) 307504
> 99.9%

Common Values (Plot)

2025-05-21T03:59:31.182607image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

NAME_INCOME_TYPE
Categorical

Distinct8
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size0.0 B
Working
 
1
Commercial associate
 
1
Pensioner
 
1
State servant
 
1
Unemployed
 
1
Other values (3)
 
3
(Missing)
307503 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowWorking
2nd rowState servant
3rd rowWorking
4th rowWorking
5th rowWorking

Common Values

ValueCountFrequency (%)
Working 1
 
< 0.1%
Commercial associate 1
 
< 0.1%
Pensioner 1
 
< 0.1%
State servant 1
 
< 0.1%
Unemployed 1
 
< 0.1%
Student 1
 
< 0.1%
Businessman 1
 
< 0.1%
Maternity leave 1
 
< 0.1%
(Missing) 307503
> 99.9%

Common Values (Plot)

2025-05-21T03:59:31.416012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size0.0 B
Secondary / secondary special
 
1
Higher education
 
1
Incomplete higher
 
1
Lower secondary
 
1
Academic degree
 
1
(Missing)
307506 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSecondary / secondary special
2nd rowHigher education
3rd rowSecondary / secondary special
4th rowSecondary / secondary special
5th rowSecondary / secondary special

Common Values

ValueCountFrequency (%)
Secondary / secondary special 1
 
< 0.1%
Higher education 1
 
< 0.1%
Incomplete higher 1
 
< 0.1%
Lower secondary 1
 
< 0.1%
Academic degree 1
 
< 0.1%
(Missing) 307506
> 99.9%

Common Values (Plot)

2025-05-21T03:59:31.618701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size0.0 B
Married
 
1
Single / not married
 
1
Civil marriage
 
1
Separated
 
1
Widow
 
1
(Missing)
307505 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSingle / not married
2nd rowMarried
3rd rowSingle / not married
4th rowCivil marriage
5th rowSingle / not married

Common Values

ValueCountFrequency (%)
Married 1
 
< 0.1%
Single / not married 1
 
< 0.1%
Civil marriage 1
 
< 0.1%
Separated 1
 
< 0.1%
Widow 1
 
< 0.1%
Unknown 1
 
< 0.1%
(Missing) 307505
> 99.9%

Common Values (Plot)

2025-05-21T03:59:31.797021image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size0.0 B
House / apartment
 
1
With parents
 
1
Municipal apartment
 
1
Rented apartment
 
1
Office apartment
 
1
(Missing)
307505 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowHouse / apartment
2nd rowHouse / apartment
3rd rowHouse / apartment
4th rowHouse / apartment
5th rowHouse / apartment

Common Values

ValueCountFrequency (%)
House / apartment 1
 
< 0.1%
With parents 1
 
< 0.1%
Municipal apartment 1
 
< 0.1%
Rented apartment 1
 
< 0.1%
Office apartment 1
 
< 0.1%
Co-op apartment 1
 
< 0.1%
(Missing) 307505
> 99.9%

Common Values (Plot)

2025-05-21T03:59:31.984180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

REGION_POPULATION_RELATIVE
Real number (ℝ)

High correlation 

Distinct81
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.020868112
Minimum0.00029
Maximum0.072508
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:32.197903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.00029
5-th percentile0.00029
Q10.010032
median0.01885
Q30.026392
95-th percentile0.072508
Maximum0.072508
Range0.072218
Interquartile range (IQR)0.01636

Descriptive statistics

Standard deviation0.01383128
Coefficient of variation (CV)0.66279499
Kurtosis3.2599928
Mean0.020868112
Median Absolute Deviation (MAD)0.01885
Skewness1.4880013
Sum6417.174
Variance0.00019130431
MonotonicityNot monotonic
2025-05-21T03:59:32.422208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.035792 1
 
< 0.1%
0.04622 1
 
< 0.1%
0.030755 1
 
< 0.1%
0.025164 1
 
< 0.1%
0.026392 1
 
< 0.1%
0.031329 1
 
< 0.1%
0.028663 1
 
< 0.1%
0.019101 1
 
< 0.1%
0.072508 1
 
< 0.1%
0.020713 1
 
< 0.1%
Other values (71) 71
 
< 0.1%
(Missing) 307430
> 99.9%
ValueCountFrequency (%)
0.00029 2
 
< 0.1%
0.000533 39
 
< 0.1%
0.000938 28
 
< 0.1%
0.001276 558
 
0.2%
0.001333 235
 
0.1%
0.001417 467
 
0.2%
0.002042 1642
0.5%
0.002134 1051
0.3%
0.002506 944
0.3%
0.003069 1783
0.6%
ValueCountFrequency (%)
0.072508 8412
2.7%
0.04622 13442
4.4%
0.035792 16408
5.3%
0.032561 6636
2.2%
0.031329 11321
3.7%
0.030755 12163
4.0%
0.028663 11157
3.6%
0.026392 11601
3.8%
0.025164 11950
3.9%
0.02461 6404
 
2.1%

DAYS_BIRTH
Real number (ℝ)

High correlation 

Distinct17460
Distinct (%)5.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-16036.995
Minimum-25229
Maximum-7489
Zeros0
Zeros (%)0.0%
Negative307511
Negative (%)100.0%
Memory size0.0 B
2025-05-21T03:59:32.646993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-25229
5-th percentile-25229
Q1-19571
median-15847
Q3-12904
95-th percentile-7489
Maximum-7489
Range17740
Interquartile range (IQR)6667

Descriptive statistics

Standard deviation4363.9886
Coefficient of variation (CV)-0.2721201
Kurtosis-1.0491282
Mean-16036.995
Median Absolute Deviation (MAD)3572
Skewness-0.11567275
Sum-4.9315524 × 109
Variance19044397
MonotonicityNot monotonic
2025-05-21T03:59:32.877894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-13749 1
 
< 0.1%
-15771 1
 
< 0.1%
-10368 1
 
< 0.1%
-12782 1
 
< 0.1%
-15155 1
 
< 0.1%
-17873 1
 
< 0.1%
-11108 1
 
< 0.1%
-10136 1
 
< 0.1%
-14350 1
 
< 0.1%
-10936 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
-25229 1
 
< 0.1%
-25201 2
< 0.1%
-25200 1
 
< 0.1%
-25197 2
< 0.1%
-25196 4
< 0.1%
-25195 1
 
< 0.1%
-25192 2
< 0.1%
-25191 1
 
< 0.1%
-25187 1
 
< 0.1%
-25186 1
 
< 0.1%
ValueCountFrequency (%)
-24957 4
< 0.1%
-24958 1
 
< 0.1%
-24959 2
< 0.1%
-24960 3
< 0.1%
-24961 2
< 0.1%
-24962 1
 
< 0.1%
-24963 2
< 0.1%
-24964 1
 
< 0.1%
-24966 3
< 0.1%
-24967 2
< 0.1%

DAYS_EMPLOYED
Real number (ℝ)

High correlation 

Distinct12574
Distinct (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean63815.046
Minimum-17912
Maximum365243
Zeros2
Zeros (%)< 0.1%
Negative252135
Negative (%)82.0%
Memory size0.0 B
2025-05-21T03:59:33.102090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-17912
5-th percentile-17912
Q1-2693
median-1243
Q3-401
95-th percentile365243
Maximum365243
Range383155
Interquartile range (IQR)2292

Descriptive statistics

Standard deviation141275.77
Coefficient of variation (CV)2.2138316
Kurtosis0.77158032
Mean63815.046
Median Absolute Deviation (MAD)1088
Skewness1.6643381
Sum1.9623829 × 1010
Variance1.9958842 × 1010
MonotonicityNot monotonic
2025-05-21T03:59:33.329630image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-241 1
 
< 0.1%
-184 1
 
< 0.1%
-233 1
 
< 0.1%
-201 1
 
< 0.1%
-198 1
 
< 0.1%
-193 1
 
< 0.1%
-230 1
 
< 0.1%
-244 1
 
< 0.1%
-139 1
 
< 0.1%
-206 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
-17912 1
< 0.1%
-17583 1
< 0.1%
-17546 1
< 0.1%
-17531 1
< 0.1%
-17522 1
< 0.1%
-17170 1
< 0.1%
-17139 1
< 0.1%
-16852 1
< 0.1%
-16849 1
< 0.1%
-16836 1
< 0.1%
ValueCountFrequency (%)
-14719 1
< 0.1%
-14722 2
< 0.1%
-14723 1
< 0.1%
-14726 1
< 0.1%
-14743 1
< 0.1%
-14747 1
< 0.1%
-14749 1
< 0.1%
-14756 1
< 0.1%
-14775 1
< 0.1%
-14778 2
< 0.1%

DAYS_REGISTRATION
Real number (ℝ)

Distinct15688
Distinct (%)5.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-4986.1203
Minimum-24672
Maximum0
Zeros80
Zeros (%)< 0.1%
Negative307431
Negative (%)> 99.9%
Memory size0.0 B
2025-05-21T03:59:33.566750image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-24672
5-th percentile-24672
Q1-7334
median-4568
Q3-2378
95-th percentile0
Maximum0
Range24672
Interquartile range (IQR)4956

Descriptive statistics

Standard deviation3522.8863
Coefficient of variation (CV)-0.70653857
Kurtosis-0.32136089
Mean-4986.1203
Median Absolute Deviation (MAD)2675
Skewness-0.59086873
Sum-1.5332868 × 109
Variance12410728
MonotonicityNot monotonic
2025-05-21T03:59:33.821434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-621 1
 
< 0.1%
-569 1
 
< 0.1%
0 1
 
< 0.1%
-308 1
 
< 0.1%
-749 1
 
< 0.1%
-5 1
 
< 0.1%
-18 1
 
< 0.1%
-29 1
 
< 0.1%
-1100 1
 
< 0.1%
-542 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
-24672 1
< 0.1%
-23738 1
< 0.1%
-23416 1
< 0.1%
-22928 1
< 0.1%
-22858 1
< 0.1%
-22701 1
< 0.1%
-22442 1
< 0.1%
-22392 1
< 0.1%
-22113 1
< 0.1%
-21887 1
< 0.1%
ValueCountFrequency (%)
-16992 1
< 0.1%
-16997 1
< 0.1%
-17001 1
< 0.1%
-17010 1
< 0.1%
-17013 1
< 0.1%
-17017 1
< 0.1%
-17020 1
< 0.1%
-17039 1
< 0.1%
-17061 1
< 0.1%
-17066 1
< 0.1%

DAYS_ID_PUBLISH
Real number (ℝ)

Distinct6168
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2994.2024
Minimum-7197
Maximum0
Zeros16
Zeros (%)< 0.1%
Negative307495
Negative (%)> 99.9%
Memory size0.0 B
2025-05-21T03:59:34.026757image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-7197
5-th percentile-7197
Q1-4274
median-3290
Q3-1940
95-th percentile0
Maximum0
Range7197
Interquartile range (IQR)2334

Descriptive statistics

Standard deviation1509.4504
Coefficient of variation (CV)-0.50412438
Kurtosis-1.1068094
Mean-2994.2024
Median Absolute Deviation (MAD)1156
Skewness0.34932579
Sum-9.2075017 × 108
Variance2278440.6
MonotonicityNot monotonic
2025-05-21T03:59:34.251168image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-4389 1
 
< 0.1%
-4375 1
 
< 0.1%
-4032 1
 
< 0.1%
-4046 1
 
< 0.1%
-4320 1
 
< 0.1%
-4417 1
 
< 0.1%
-4200 1
 
< 0.1%
-4130 1
 
< 0.1%
-4319 1
 
< 0.1%
-4053 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
-7197 1
< 0.1%
-6551 1
< 0.1%
-6383 1
< 0.1%
-6337 1
< 0.1%
-6274 1
< 0.1%
-6265 1
< 0.1%
-6263 1
< 0.1%
-6259 1
< 0.1%
-6258 1
< 0.1%
-6256 1
< 0.1%
ValueCountFrequency (%)
-5984 4
< 0.1%
-5985 3
< 0.1%
-5986 4
< 0.1%
-5987 4
< 0.1%
-5988 3
< 0.1%
-5989 4
< 0.1%
-5990 3
< 0.1%
-5991 2
 
< 0.1%
-5992 3
< 0.1%
-5993 5
< 0.1%

OWN_CAR_AGE
Real number (ℝ)

Distinct63
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros2134
Zeros (%)0.7%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:34.481796image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q15
median9
Q314
95-th percentile91
Maximumnan
Rangenan
Interquartile range (IQR)9

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)9
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:34.686556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7 1
 
< 0.1%
6 1
 
< 0.1%
3 1
 
< 0.1%
8 1
 
< 0.1%
2 1
 
< 0.1%
4 1
 
< 0.1%
1 1
 
< 0.1%
9 1
 
< 0.1%
10 1
 
< 0.1%
14 1
 
< 0.1%
Other values (52) 52
 
< 0.1%
(Missing) 307449
> 99.9%
ValueCountFrequency (%)
0 2134
 
0.7%
1 5280
1.7%
2 5852
1.9%
3 6370
2.1%
4 5557
1.8%
5 3595
1.2%
6 6382
2.1%
7 7424
2.4%
8 5887
1.9%
9 5020
1.6%
ValueCountFrequency (%)
nan 202929
66.0%
91 2
 
< 0.1%
69 1
 
< 0.1%
65 891
 
0.3%
64 2443
 
0.8%
63 2
 
< 0.1%
57 1
 
< 0.1%
56 1
 
< 0.1%
55 4
 
< 0.1%
54 12
 
< 0.1%

FLAG_MOBIL
Real number (ℝ)

Skewed 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.99999675
Minimum0
Maximum1
Zeros1
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:35.078269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.001803307
Coefficient of variation (CV)0.0018033129
Kurtosis307506
Mean0.99999675
Median Absolute Deviation (MAD)0
Skewness-554.53404
Sum307510
Variance3.2519162 × 10-6
MonotonicityNot monotonic
2025-05-21T03:59:35.233492image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
1 1
 
< 0.1%
0 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 1
 
< 0.1%
1 307510
> 99.9%
ValueCountFrequency (%)
1 307510
> 99.9%
0 1
 
< 0.1%

FLAG_EMP_PHONE
Real number (ℝ)

High correlation  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.81988937
Minimum0
Maximum1
Zeros55386
Zeros (%)18.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:35.384942image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3842802
Coefficient of variation (CV)0.46869762
Kurtosis0.77181989
Mean0.81988937
Median Absolute Deviation (MAD)0
Skewness-1.6648783
Sum252125
Variance0.14767127
MonotonicityNot monotonic
2025-05-21T03:59:35.535980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
1 1
 
< 0.1%
0 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 55386
 
18.0%
1 252125
82.0%
ValueCountFrequency (%)
1 252125
82.0%
0 55386
 
18.0%

FLAG_WORK_PHONE
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.19936848
Minimum0
Maximum1
Zeros246203
Zeros (%)80.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:35.687325image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.39952623
Coefficient of variation (CV)2.0039589
Kurtosis0.26485209
Mean0.19936848
Median Absolute Deviation (MAD)0
Skewness1.5049426
Sum61308
Variance0.15962121
MonotonicityNot monotonic
2025-05-21T03:59:35.851417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 246203
80.1%
1 61308
 
19.9%
ValueCountFrequency (%)
1 61308
 
19.9%
0 246203
80.1%

FLAG_CONT_MOBILE
Real number (ℝ)

Skewed 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9981334
Minimum0
Maximum1
Zeros574
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:36.012814image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.043163894
Coefficient of variation (CV)0.043244615
Kurtosis530.73532
Mean0.9981334
Median Absolute Deviation (MAD)0
Skewness-23.08106
Sum306937
Variance0.0018631218
MonotonicityNot monotonic
2025-05-21T03:59:36.166757image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
1 1
 
< 0.1%
0 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 574
 
0.2%
1 306937
99.8%
ValueCountFrequency (%)
1 306937
99.8%
0 574
 
0.2%

FLAG_PHONE
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.28106637
Minimum0
Maximum1
Zeros221080
Zeros (%)71.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:36.317805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.44952055
Coefficient of variation (CV)1.5993395
Kurtosis-1.0511725
Mean0.28106637
Median Absolute Deviation (MAD)0
Skewness0.97407778
Sum86431
Variance0.20206872
MonotonicityNot monotonic
2025-05-21T03:59:36.482630image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 221080
71.9%
1 86431
 
28.1%
ValueCountFrequency (%)
1 86431
 
28.1%
0 221080
71.9%

FLAG_EMAIL
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.056719922
Minimum0
Maximum1
Zeros290069
Zeros (%)94.3%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:36.635587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.23130704
Coefficient of variation (CV)4.0780564
Kurtosis12.69062
Mean0.056719922
Median Absolute Deviation (MAD)0
Skewness3.8328345
Sum17442
Variance0.053502947
MonotonicityNot monotonic
2025-05-21T03:59:36.789715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 290069
94.3%
1 17442
 
5.7%
ValueCountFrequency (%)
1 17442
 
5.7%
0 290069
94.3%

OCCUPATION_TYPE
Categorical

Missing 

Distinct19
Distinct (%)< 0.1%
Missing96391
Missing (%)31.3%
Memory size0.0 B
Laborers
 
1
Sales staff
 
1
Core staff
 
1
Managers
 
1
Drivers
 
1
Other values (13)
 
13
(Missing)
211102 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowLaborers
2nd rowCore staff
3rd rowLaborers
4th rowLaborers
5th rowCore staff

Common Values

ValueCountFrequency (%)
Laborers 1
 
< 0.1%
Sales staff 1
 
< 0.1%
Core staff 1
 
< 0.1%
Managers 1
 
< 0.1%
Drivers 1
 
< 0.1%
High skill tech staff 1
 
< 0.1%
Accountants 1
 
< 0.1%
Medicine staff 1
 
< 0.1%
Security staff 1
 
< 0.1%
Cooking staff 1
 
< 0.1%
Other values (8) 8
 
< 0.1%
(Missing) 307493
> 99.9%

CNT_FAM_MEMBERS
Real number (ℝ)

High correlation 

Distinct18
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum1
Maximumnan
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:36.947191image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q32
95-th percentile20
Maximumnan
Rangenan
Interquartile range (IQR)0

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:37.121397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
2 1
 
< 0.1%
1 1
 
< 0.1%
3 1
 
< 0.1%
4 1
 
< 0.1%
5 1
 
< 0.1%
6 1
 
< 0.1%
7 1
 
< 0.1%
8 1
 
< 0.1%
9 1
 
< 0.1%
10 1
 
< 0.1%
Other values (7) 7
 
< 0.1%
(Missing) 307494
> 99.9%
ValueCountFrequency (%)
1 67847
22.1%
2 158357
51.5%
3 52601
 
17.1%
4 24697
 
8.0%
5 3478
 
1.1%
6 408
 
0.1%
7 81
 
< 0.1%
8 20
 
< 0.1%
9 6
 
< 0.1%
10 3
 
< 0.1%
ValueCountFrequency (%)
nan 2
 
< 0.1%
20 2
 
< 0.1%
16 2
 
< 0.1%
15 1
 
< 0.1%
14 2
 
< 0.1%
13 1
 
< 0.1%
12 2
 
< 0.1%
11 1
 
< 0.1%
10 3
< 0.1%
9 6
< 0.1%

REGION_RATING_CLIENT
Real number (ℝ)

High correlation 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0524632
Minimum1
Maximum3
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:37.283847image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q32
95-th percentile3
Maximum3
Range2
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.5090339
Coefficient of variation (CV)0.24801122
Kurtosis0.80038391
Mean2.0524632
Median Absolute Deviation (MAD)0
Skewness0.087467923
Sum631155
Variance0.25911551
MonotonicityNot monotonic
2025-05-21T03:59:37.449721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=3)
ValueCountFrequency (%)
2 1
 
< 0.1%
3 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307508
> 99.9%
ValueCountFrequency (%)
1 32197
 
10.5%
2 226984
73.8%
3 48330
 
15.7%
ValueCountFrequency (%)
3 48330
 
15.7%
2 226984
73.8%
1 32197
 
10.5%

REGION_RATING_CLIENT_W_CITY
Real number (ℝ)

High correlation 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0315208
Minimum1
Maximum3
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:37.613920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q32
95-th percentile3
Maximum3
Range2
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.50273703
Coefficient of variation (CV)0.24746831
Kurtosis0.93354914
Mean2.0315208
Median Absolute Deviation (MAD)0
Skewness0.059729521
Sum624715
Variance0.25274452
MonotonicityNot monotonic
2025-05-21T03:59:37.777460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=3)
ValueCountFrequency (%)
2 1
 
< 0.1%
3 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307508
> 99.9%
ValueCountFrequency (%)
1 34167
 
11.1%
2 229484
74.6%
3 43860
 
14.3%
ValueCountFrequency (%)
3 43860
 
14.3%
2 229484
74.6%
1 34167
 
11.1%
Distinct7
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size0.0 B
TUESDAY
 
1
WEDNESDAY
 
1
MONDAY
 
1
THURSDAY
 
1
FRIDAY
 
1
Other values (2)
 
2
(Missing)
307504 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowWEDNESDAY
2nd rowMONDAY
3rd rowMONDAY
4th rowWEDNESDAY
5th rowTHURSDAY

Common Values

ValueCountFrequency (%)
TUESDAY 1
 
< 0.1%
WEDNESDAY 1
 
< 0.1%
MONDAY 1
 
< 0.1%
THURSDAY 1
 
< 0.1%
FRIDAY 1
 
< 0.1%
SATURDAY 1
 
< 0.1%
SUNDAY 1
 
< 0.1%
(Missing) 307504
> 99.9%

Common Values (Plot)

2025-05-21T03:59:37.967861image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

HOUR_APPR_PROCESS_START
Real number (ℝ)

Distinct24
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.063419
Minimum0
Maximum23
Zeros40
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:38.172297image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q110
median12
Q314
95-th percentile23
Maximum23
Range23
Interquartile range (IQR)4

Descriptive statistics

Standard deviation3.2658323
Coefficient of variation (CV)0.27072195
Kurtosis-0.19418922
Mean12.063419
Median Absolute Deviation (MAD)2
Skewness-0.028024323
Sum3709634
Variance10.66566
MonotonicityNot monotonic
2025-05-21T03:59:38.355652image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
10 1
 
< 0.1%
11 1
 
< 0.1%
12 1
 
< 0.1%
13 1
 
< 0.1%
14 1
 
< 0.1%
9 1
 
< 0.1%
15 1
 
< 0.1%
16 1
 
< 0.1%
8 1
 
< 0.1%
17 1
 
< 0.1%
Other values (14) 14
 
< 0.1%
(Missing) 307487
> 99.9%
ValueCountFrequency (%)
0 40
 
< 0.1%
1 86
 
< 0.1%
2 305
 
0.1%
3 1230
 
0.4%
4 2090
 
0.7%
5 3638
 
1.2%
6 5842
 
1.9%
7 9131
 
3.0%
8 15127
4.9%
9 27384
8.9%
ValueCountFrequency (%)
23 41
 
< 0.1%
22 150
 
< 0.1%
21 405
 
0.1%
20 1196
 
0.4%
19 3848
 
1.3%
18 9049
 
2.9%
17 14900
4.8%
16 20385
6.6%
15 24839
8.1%
14 27682
9.0%

REG_REGION_NOT_LIVE_REGION
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.015144174
Minimum0
Maximum1
Zeros302854
Zeros (%)98.5%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:38.521464image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.12212648
Coefficient of variation (CV)8.0642549
Kurtosis61.047372
Mean0.015144174
Median Absolute Deviation (MAD)0
Skewness7.9402375
Sum4657
Variance0.014914876
MonotonicityNot monotonic
2025-05-21T03:59:38.672409image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 302854
98.5%
1 4657
 
1.5%
ValueCountFrequency (%)
1 4657
 
1.5%
0 302854
98.5%

REG_REGION_NOT_WORK_REGION
Real number (ℝ)

High correlation  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.050768916
Minimum0
Maximum1
Zeros291899
Zeros (%)94.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:38.816671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.21952583
Coefficient of variation (CV)4.3240204
Kurtosis14.750576
Mean0.050768916
Median Absolute Deviation (MAD)0
Skewness4.0927468
Sum15612
Variance0.04819159
MonotonicityNot monotonic
2025-05-21T03:59:38.974668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 291899
94.9%
1 15612
 
5.1%
ValueCountFrequency (%)
1 15612
 
5.1%
0 291899
94.9%

LIVE_REGION_NOT_WORK_REGION
Real number (ℝ)

High correlation  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.040658708
Minimum0
Maximum1
Zeros295008
Zeros (%)95.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:39.138999image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.19749862
Coefficient of variation (CV)4.857474
Kurtosis19.637359
Mean0.040658708
Median Absolute Deviation (MAD)0
Skewness4.6515975
Sum12503
Variance0.039005704
MonotonicityNot monotonic
2025-05-21T03:59:39.297973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 295008
95.9%
1 12503
 
4.1%
ValueCountFrequency (%)
1 12503
 
4.1%
0 295008
95.9%

REG_CITY_NOT_LIVE_CITY
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.078172813
Minimum0
Maximum1
Zeros283472
Zeros (%)92.2%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:39.449956image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.26844377
Coefficient of variation (CV)3.4339787
Kurtosis7.8769731
Mean0.078172813
Median Absolute Deviation (MAD)0
Skewness3.1427652
Sum24039
Variance0.072062059
MonotonicityNot monotonic
2025-05-21T03:59:39.601961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 283472
92.2%
1 24039
 
7.8%
ValueCountFrequency (%)
1 24039
 
7.8%
0 283472
92.2%

REG_CITY_NOT_WORK_CITY
Real number (ℝ)

High correlation  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.23045354
Minimum0
Maximum1
Zeros236644
Zeros (%)77.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:39.749979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.42112384
Coefficient of variation (CV)1.8273697
Kurtosis-0.36126395
Mean0.23045354
Median Absolute Deviation (MAD)0
Skewness1.2801313
Sum70867
Variance0.17734529
MonotonicityNot monotonic
2025-05-21T03:59:39.896953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 236644
77.0%
1 70867
 
23.0%
ValueCountFrequency (%)
1 70867
 
23.0%
0 236644
77.0%

LIVE_CITY_NOT_WORK_CITY
Real number (ℝ)

High correlation  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.17955455
Minimum0
Maximum1
Zeros252296
Zeros (%)82.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:40.040554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.38381662
Coefficient of variation (CV)2.1376045
Kurtosis0.78818812
Mean0.17955455
Median Absolute Deviation (MAD)0
Skewness1.6697868
Sum55215
Variance0.14731519
MonotonicityNot monotonic
2025-05-21T03:59:40.195862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 252296
82.0%
1 55215
 
18.0%
ValueCountFrequency (%)
1 55215
 
18.0%
0 252296
82.0%

ORGANIZATION_TYPE
Categorical

High cardinality 

Distinct58
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size0.0 B
Business Entity Type 3
 
1
XNA
 
1
Self-employed
 
1
Other
 
1
Medicine
 
1
Other values (53)
 
53
(Missing)
307453 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowBusiness Entity Type 3
2nd rowSchool
3rd rowGovernment
4th rowBusiness Entity Type 3
5th rowReligion

Common Values

ValueCountFrequency (%)
Business Entity Type 3 1
 
< 0.1%
XNA 1
 
< 0.1%
Self-employed 1
 
< 0.1%
Other 1
 
< 0.1%
Medicine 1
 
< 0.1%
Business Entity Type 2 1
 
< 0.1%
Government 1
 
< 0.1%
School 1
 
< 0.1%
Trade: type 7 1
 
< 0.1%
Kindergarten 1
 
< 0.1%
Other values (48) 48
 
< 0.1%
(Missing) 307453
> 99.9%

EXT_SOURCE_1
Real number (ℝ)

High correlation 

Distinct114585
Distinct (%)37.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0.014568132
Maximumnan
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:40.381174image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.014568132
5-th percentile0.014568132
Q10.33893306
median0.49904815
Q30.65006304
95-th percentile0.96269277
Maximumnan
Rangenan
Interquartile range (IQR)0.31112998

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.49904815
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:40.601575image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6180872852 1
 
< 0.1%
0.4848609452 1
 
< 0.1%
0.510962057 1
 
< 0.1%
0.5502334616 1
 
< 0.1%
0.642649902 1
 
< 0.1%
0.5345323453 1
 
< 0.1%
0.2584350856 1
 
< 0.1%
0.6252017244 1
 
< 0.1%
0.6000183463 1
 
< 0.1%
0.2109489079 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0.01456813241 1
< 0.1%
0.0146914824 1
< 0.1%
0.0150529213 1
< 0.1%
0.01560008058 1
< 0.1%
0.01709465779 1
< 0.1%
0.01717653877 1
< 0.1%
0.01739440941 1
< 0.1%
0.01775565875 1
< 0.1%
0.01789680481 1
< 0.1%
0.01833356513 1
< 0.1%
ValueCountFrequency (%)
0.04003888065 1
< 0.1%
0.03996148864 1
< 0.1%
0.03991708705 1
< 0.1%
0.03980747238 1
< 0.1%
0.03959885591 1
< 0.1%
0.0395978474 1
< 0.1%
0.03959112464 1
< 0.1%
0.03957869042 2
< 0.1%
0.03956424454 1
< 0.1%
0.03955484064 1
< 0.1%

EXT_SOURCE_2
Real number (ℝ)

Distinct119832
Distinct (%)39.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum8.1736165 × 10-8
Maximumnan
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:40.822272image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8.1736165 × 10-8
5-th percentile8.1736165 × 10-8
Q10.40157644
median0.56242352
Q30.65136591
95-th percentile0.85499967
Maximumnan
Rangenan
Interquartile range (IQR)0.24978947

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.56242352
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:41.034908image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.3102602865 1
 
< 0.1%
0.5733538074 1
 
< 0.1%
0.6181404683 1
 
< 0.1%
0.6664716179 1
 
< 0.1%
0.2130376129 1
 
< 0.1%
0.670976832 1
 
< 0.1%
0.2165263832 1
 
< 0.1%
0.5792006661 1
 
< 0.1%
0.6649971492 1
 
< 0.1%
0.2212559086 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
8.173616519 × 10-81
< 0.1%
1.315955581 × 10-61
< 0.1%
5.002108762 × 10-61
< 0.1%
5.600337749 × 10-61
< 0.1%
5.939650929 × 10-61
< 0.1%
9.936476188 × 10-61
< 0.1%
1.031078214 × 10-51
< 0.1%
1.14701697 × 10-51
< 0.1%
1.179395173 × 10-51
< 0.1%
1.27231438 × 10-51
< 0.1%
ValueCountFrequency (%)
0.0009867366843 1
< 0.1%
0.0009835729925 1
< 0.1%
0.0009692601333 1
< 0.1%
0.0009685616154 1
< 0.1%
0.0009664057381 1
< 0.1%
0.0009627180915 1
< 0.1%
0.0009605752086 1
< 0.1%
0.0009537791245 1
< 0.1%
0.0009467001003 1
< 0.1%
0.0009444483935 1
< 0.1%

EXT_SOURCE_3
Real number (ℝ)

Distinct815
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0.00052726524
Maximumnan
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:41.250473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.00052726524
5-th percentile0.00052726524
Q10.37740425
median0.53168614
Q30.64962031
95-th percentile0.89600955
Maximumnan
Rangenan
Interquartile range (IQR)0.27221606

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.53168614
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:41.721564image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6940926425 1
 
< 0.1%
0.7463002131 1
 
< 0.1%
0.6706517531 1
 
< 0.1%
0.7136313997 1
 
< 0.1%
0.6894791426 1
 
< 0.1%
0.5814837058 1
 
< 0.1%
0.5954562029 1
 
< 0.1%
0.652896552 1
 
< 0.1%
0.5549467685 1
 
< 0.1%
0.6577838002 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0.0005272652387 886
0.3%
0.01134571943 1
 
< 0.1%
0.01271592386 1
 
< 0.1%
0.01394846558 1
 
< 0.1%
0.01414826552 1
 
< 0.1%
0.01455636493 1
 
< 0.1%
0.01607811715 1
 
< 0.1%
0.01654094816 1
 
< 0.1%
0.01677725136 2
 
< 0.1%
0.01701687198 1
 
< 0.1%
ValueCountFrequency (%)
0.07905969599 49
< 0.1%
0.07853614457 42
< 0.1%
0.07801576652 41
< 0.1%
0.07749854649 40
< 0.1%
0.07698446915 38
< 0.1%
0.07647351919 41
< 0.1%
0.07596568132 38
< 0.1%
0.07546094031 35
< 0.1%
0.0749592809 32
< 0.1%
0.0744606879 41
< 0.1%

APARTMENTS_AVG
Real number (ℝ)

High correlation 

Distinct2340
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros751
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:41.921294image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0598
median0.0856
Q30.133
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0732

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0856
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:42.145984image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0124 1
 
< 0.1%
0.1485 1
 
< 0.1%
0.1237 1
 
< 0.1%
0.0722 1
 
< 0.1%
0.0825 1
 
< 0.1%
0.0082 1
 
< 0.1%
0.0742 1
 
< 0.1%
0.0165 1
 
< 0.1%
0.1031 1
 
< 0.1%
0.0619 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 751
0.2%
0.001 197
 
0.1%
0.0014 1
 
< 0.1%
0.0015 6
 
< 0.1%
0.0017 1
 
< 0.1%
0.0021 792
0.3%
0.0024 3
 
< 0.1%
0.0026 12
 
< 0.1%
0.0027 2
 
< 0.1%
0.0031 378
0.1%
ValueCountFrequency (%)
0.033 975
0.3%
0.0328 1
 
< 0.1%
0.0327 1
 
< 0.1%
0.0326 4
 
< 0.1%
0.0325 21
 
< 0.1%
0.0322 4
 
< 0.1%
0.032 285
 
0.1%
0.0316 3
 
< 0.1%
0.0314 11
 
< 0.1%
0.0313 5
 
< 0.1%

BASEMENTAREA_AVG
Real number (ℝ)

High correlation  Zeros 

Distinct3781
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros14745
Zeros (%)4.8%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:42.376946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0455
median0.0755
Q30.1055
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.06

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0755
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:42.591362image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.0545 1
 
< 0.1%
0.0818 1
 
< 0.1%
0.1 1
 
< 0.1%
0.0795 1
 
< 0.1%
0.0655 1
 
< 0.1%
0.0796 1
 
< 0.1%
0.0625 1
 
< 0.1%
0.08 1
 
< 0.1%
0.1091 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 14745
4.8%
0.0001 99
 
< 0.1%
0.0002 38
 
< 0.1%
0.0003 8
 
< 0.1%
0.0004 33
 
< 0.1%
0.0005 47
 
< 0.1%
0.0006 10
 
< 0.1%
0.0007 17
 
< 0.1%
0.0008 23
 
< 0.1%
0.0009 41
 
< 0.1%
ValueCountFrequency (%)
0.0199 29
< 0.1%
0.0198 24
< 0.1%
0.0197 24
< 0.1%
0.0196 37
< 0.1%
0.0195 39
< 0.1%
0.0194 28
< 0.1%
0.0193 28
< 0.1%
0.0192 20
< 0.1%
0.0191 35
< 0.1%
0.019 16
< 0.1%

YEARS_BEGINEXPLUATATION_AVG
Real number (ℝ)

High correlation 

Distinct286
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros514
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:42.800632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.9767
median0.9816
Q30.9861
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0094

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.9816
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:43.011160image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.9871 1
 
< 0.1%
0.9856 1
 
< 0.1%
0.9861 1
 
< 0.1%
0.9801 1
 
< 0.1%
0.9866 1
 
< 0.1%
0.9851 1
 
< 0.1%
0.9806 1
 
< 0.1%
0.9811 1
 
< 0.1%
0.9831 1
 
< 0.1%
0.9816 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 514
0.2%
0.0179 1
 
< 0.1%
0.0447 1
 
< 0.1%
0.0969 1
 
< 0.1%
0.0974 1
 
< 0.1%
0.0979 1
 
< 0.1%
0.1942 2
 
< 0.1%
0.1987 3
 
< 0.1%
0.2156 1
 
< 0.1%
0.229 1
 
< 0.1%
ValueCountFrequency (%)
0.9578 162
0.1%
0.9573 113
< 0.1%
0.9568 98
< 0.1%
0.9563 66
< 0.1%
0.9558 44
 
< 0.1%
0.9553 26
 
< 0.1%
0.9548 17
 
< 0.1%
0.9543 8
 
< 0.1%
0.9538 6
 
< 0.1%
0.9533 20
 
< 0.1%

YEARS_BUILD_AVG
Real number (ℝ)

High correlation 

Distinct150
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros102
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:43.227027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.6872
median0.7552
Q30.8096
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.1224

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.7552
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:43.449507image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.8232 1
 
< 0.1%
0.8164 1
 
< 0.1%
0.8028 1
 
< 0.1%
0.728 1
 
< 0.1%
0.7348 1
 
< 0.1%
0.8096 1
 
< 0.1%
0.83 1
 
< 0.1%
0.796 1
 
< 0.1%
0.7484 1
 
< 0.1%
0.7688 1
 
< 0.1%
Other values (139) 139
 
< 0.1%
(Missing) 307362
> 99.9%
ValueCountFrequency (%)
0 102
< 0.1%
0.0004 2
 
< 0.1%
0.0072 4
 
< 0.1%
0.014 3
 
< 0.1%
0.0208 1
 
< 0.1%
0.0276 1
 
< 0.1%
0.0344 3
 
< 0.1%
0.0412 4
 
< 0.1%
0.048 3
 
< 0.1%
0.0548 2
 
< 0.1%
ValueCountFrequency (%)
nan 204488
66.5%
1 173
 
0.1%
0.9932 478
 
0.2%
0.9864 661
 
0.2%
0.9796 786
 
0.3%
0.9728 813
 
0.3%
0.966 748
 
0.2%
0.9592 822
 
0.3%
0.9524 705
 
0.2%
0.9456 607
 
0.2%

COMMONAREA_AVG
Real number (ℝ)

High correlation  Zeros 

Distinct3182
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros8442
Zeros (%)2.7%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:43.688965image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0079
median0.0204
Q30.0451
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0372

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0204
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:43.915686image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.0012 1
 
< 0.1%
0.0077 1
 
< 0.1%
0.0085 1
 
< 0.1%
0.0086 1
 
< 0.1%
0.008 1
 
< 0.1%
0.007 1
 
< 0.1%
0.0069 1
 
< 0.1%
0.0014 1
 
< 0.1%
0.0079 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 8442
2.7%
0.0001 45
 
< 0.1%
0.0002 67
 
< 0.1%
0.0003 84
 
< 0.1%
0.0004 62
 
< 0.1%
0.0005 82
 
< 0.1%
0.0006 170
 
0.1%
0.0007 192
 
0.1%
0.0008 146
 
< 0.1%
0.0009 180
 
0.1%
ValueCountFrequency (%)
0.0199 109
< 0.1%
0.0198 78
< 0.1%
0.0197 100
< 0.1%
0.0196 116
< 0.1%
0.0195 91
< 0.1%
0.0194 115
< 0.1%
0.0193 124
< 0.1%
0.0192 126
< 0.1%
0.0191 113
< 0.1%
0.019 106
< 0.1%

ELEVATORS_AVG
Real number (ℝ)

High correlation  Zeros 

Distinct258
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros85718
Zeros (%)27.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:44.143477image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.0932
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0932

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:44.368592image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.08 1
 
< 0.1%
0.16 1
 
< 0.1%
0.24 1
 
< 0.1%
0.12 1
 
< 0.1%
0.04 1
 
< 0.1%
0.2 1
 
< 0.1%
0.32 1
 
< 0.1%
0.28 1
 
< 0.1%
0.4 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 85718
27.9%
0.002 1
 
< 0.1%
0.0024 1
 
< 0.1%
0.0048 3
 
< 0.1%
0.0064 5
 
< 0.1%
0.008 13
 
< 0.1%
0.0088 6
 
< 0.1%
0.01 25
 
< 0.1%
0.0112 13
 
< 0.1%
0.012 1
 
< 0.1%
ValueCountFrequency (%)
0.332 1
 
< 0.1%
0.33 13
 
< 0.1%
0.32 2788
0.9%
0.312 2
 
< 0.1%
0.3108 2
 
< 0.1%
0.3064 5
 
< 0.1%
0.304 19
 
< 0.1%
0.3 107
 
< 0.1%
0.296 1
 
< 0.1%
0.2932 55
 
< 0.1%

ENTRANCES_AVG
Real number (ℝ)

High correlation 

Distinct286
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros323
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:44.582321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.069
median0.1379
Q30.1724
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.1034

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.1379
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:44.790092image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.1379 1
 
< 0.1%
0.069 1
 
< 0.1%
0.1034 1
 
< 0.1%
0.2069 1
 
< 0.1%
0.0345 1
 
< 0.1%
0.2759 1
 
< 0.1%
0.1724 1
 
< 0.1%
0.2414 1
 
< 0.1%
0.3103 1
 
< 0.1%
0.3448 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 323
 
0.1%
0.0055 1
 
< 0.1%
0.0086 2
 
< 0.1%
0.0114 1
 
< 0.1%
0.0172 7
 
< 0.1%
0.0276 1
 
< 0.1%
0.0321 3
 
< 0.1%
0.0345 15380
5.0%
0.0355 1
 
< 0.1%
0.0369 1
 
< 0.1%
ValueCountFrequency (%)
0.1869 7
 
< 0.1%
0.1862 14
 
< 0.1%
0.1838 295
 
0.1%
0.1821 3
 
< 0.1%
0.181 46
 
< 0.1%
0.1793 25
 
< 0.1%
0.1786 2
 
< 0.1%
0.1772 7
 
< 0.1%
0.1762 11
 
< 0.1%
0.1724 9185
3.0%

FLOORSMAX_AVG
Real number (ℝ)

High correlation 

Distinct404
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros2938
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:44.995413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.1667
median0.1667
Q30.3333
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.1666

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.1667
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:45.218508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.1667 1
 
< 0.1%
0.3333 1
 
< 0.1%
0.0417 1
 
< 0.1%
0.375 1
 
< 0.1%
0.0833 1
 
< 0.1%
0.125 1
 
< 0.1%
0 1
 
< 0.1%
0.4583 1
 
< 0.1%
0.5417 1
 
< 0.1%
0.625 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 2938
1.0%
0.0067 1
 
< 0.1%
0.0083 3
 
< 0.1%
0.01 4
 
< 0.1%
0.0104 5
 
< 0.1%
0.0117 1
 
< 0.1%
0.0138 20
 
< 0.1%
0.015 2
 
< 0.1%
0.0154 1
 
< 0.1%
0.0167 2
 
< 0.1%
ValueCountFrequency (%)
0.3054 84
 
< 0.1%
0.3033 4
 
< 0.1%
0.3029 6
 
< 0.1%
0.3021 39
 
< 0.1%
0.3012 2
 
< 0.1%
0.3 56
 
< 0.1%
0.2983 5
 
< 0.1%
0.2967 2
 
< 0.1%
0.2917 664
0.2%
0.2883 1
 
< 0.1%

FLOORSMIN_AVG
Real number (ℝ)

High correlation 

Distinct306
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros2320
Zeros (%)0.8%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:45.432581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.125
median0.2083
Q30.375
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.2083
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:45.650710image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2083 1
 
< 0.1%
0.0417 1
 
< 0.1%
0.375 1
 
< 0.1%
0.0833 1
 
< 0.1%
0.4167 1
 
< 0.1%
0.1667 1
 
< 0.1%
0.125 1
 
< 0.1%
0 1
 
< 0.1%
0.5 1
 
< 0.1%
0.6667 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 2320
 
0.8%
0.0067 3
 
< 0.1%
0.0104 3
 
< 0.1%
0.0138 1
 
< 0.1%
0.0158 4
 
< 0.1%
0.0208 48
 
< 0.1%
0.025 4
 
< 0.1%
0.0275 8
 
< 0.1%
0.0312 12
 
< 0.1%
0.0417 17776
5.8%
ValueCountFrequency (%)
0.4442 25
 
< 0.1%
0.4417 4
 
< 0.1%
0.4375 174
0.1%
0.4342 2
 
< 0.1%
0.4333 6
 
< 0.1%
0.4304 9
 
< 0.1%
0.4296 2
 
< 0.1%
0.4283 4
 
< 0.1%
0.4271 20
 
< 0.1%
0.425 10
 
< 0.1%

LANDAREA_AVG
Real number (ℝ)

High correlation  Zeros 

Distinct3528
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros15600
Zeros (%)5.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:45.858581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0195
median0.0473
Q30.0788
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0593

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0473
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:46.077115image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0331 1
 
< 0.1%
0 1
 
< 0.1%
0.0316 1
 
< 0.1%
0.0139 1
 
< 0.1%
0.0394 1
 
< 0.1%
0.0174 1
 
< 0.1%
0.0789 1
 
< 0.1%
0.0189 1
 
< 0.1%
0.0631 1
 
< 0.1%
0.0458 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 15600
5.1%
0.0001 13
 
< 0.1%
0.0002 13
 
< 0.1%
0.0003 9
 
< 0.1%
0.0004 11
 
< 0.1%
0.0005 8
 
< 0.1%
0.0006 18
 
< 0.1%
0.0007 14
 
< 0.1%
0.0008 20
 
< 0.1%
0.0009 27
 
< 0.1%
ValueCountFrequency (%)
0.0199 134
< 0.1%
0.0198 139
< 0.1%
0.0197 145
< 0.1%
0.0196 136
< 0.1%
0.0195 144
< 0.1%
0.0194 116
< 0.1%
0.0193 138
< 0.1%
0.0192 118
< 0.1%
0.0191 119
< 0.1%
0.019 118
< 0.1%

LIVINGAPARTMENTS_AVG
Real number (ℝ)

High correlation 

Distinct1869
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros418
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:46.285795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0504
median0.0748
Q30.1143
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0639

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0748
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:46.499479image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0588 1
 
< 0.1%
0.121 1
 
< 0.1%
0.0672 1
 
< 0.1%
0.1009 1
 
< 0.1%
0.0504 1
 
< 0.1%
0.0841 1
 
< 0.1%
0.0067 1
 
< 0.1%
0.0605 1
 
< 0.1%
0.0756 1
 
< 0.1%
0.0908 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 418
0.1%
0.0008 117
 
< 0.1%
0.0013 1
 
< 0.1%
0.0017 250
0.1%
0.0021 2
 
< 0.1%
0.0022 2
 
< 0.1%
0.0025 127
 
< 0.1%
0.0029 6
 
< 0.1%
0.0031 2
 
< 0.1%
0.0034 365
0.1%
ValueCountFrequency (%)
0.038 3
 
< 0.1%
0.0378 346
0.1%
0.0377 1
 
< 0.1%
0.0376 7
 
< 0.1%
0.0375 4
 
< 0.1%
0.0374 6
 
< 0.1%
0.0373 5
 
< 0.1%
0.037 229
0.1%
0.0368 5
 
< 0.1%
0.0367 1
 
< 0.1%

LIVINGAREA_AVG
Real number (ℝ)

High correlation 

Distinct5200
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros284
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:46.712475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0469
median0.0732
Q30.1164
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0695

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0732
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:46.926386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0628 1
 
< 0.1%
0 1
 
< 0.1%
0.0705 1
 
< 0.1%
0.0506 1
 
< 0.1%
0.0504 1
 
< 0.1%
0.0704 1
 
< 0.1%
0.0626 1
 
< 0.1%
0.0632 1
 
< 0.1%
0.0517 1
 
< 0.1%
0.0508 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 284
0.1%
0.0001 4
 
< 0.1%
0.0002 8
 
< 0.1%
0.0003 10
 
< 0.1%
0.0004 14
 
< 0.1%
0.0005 17
 
< 0.1%
0.0006 27
 
< 0.1%
0.0007 22
 
< 0.1%
0.0008 39
 
< 0.1%
0.0009 39
 
< 0.1%
ValueCountFrequency (%)
0.0199 76
< 0.1%
0.0198 59
< 0.1%
0.0197 49
< 0.1%
0.0196 66
< 0.1%
0.0195 64
< 0.1%
0.0194 67
< 0.1%
0.0193 83
< 0.1%
0.0192 93
< 0.1%
0.0191 79
< 0.1%
0.019 93
< 0.1%

NONLIVINGAPARTMENTS_AVG
Real number (ℝ)

High correlation  Zeros 

Distinct387
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros54549
Zeros (%)17.7%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:47.140646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.0039
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0039

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:47.358140image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.0077 1
 
< 0.1%
0.0039 1
 
< 0.1%
0.0116 1
 
< 0.1%
0.0154 1
 
< 0.1%
0.0193 1
 
< 0.1%
0.0019 1
 
< 0.1%
0.027 1
 
< 0.1%
0.0232 1
 
< 0.1%
0.0347 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 54549
17.7%
0.0002 1
 
< 0.1%
0.0003 5
 
< 0.1%
0.0004 25
 
< 0.1%
0.0005 6
 
< 0.1%
0.0006 41
 
< 0.1%
0.0007 1
 
< 0.1%
0.0008 62
 
< 0.1%
0.0009 2
 
< 0.1%
0.001 150
 
< 0.1%
ValueCountFrequency (%)
0.0965 35
< 0.1%
0.0946 1
 
< 0.1%
0.0927 63
< 0.1%
0.0914 2
 
< 0.1%
0.0888 38
< 0.1%
0.0869 5
 
< 0.1%
0.0862 1
 
< 0.1%
0.0849 48
< 0.1%
0.084 3
 
< 0.1%
0.0824 1
 
< 0.1%

NONLIVINGAREA_AVG
Real number (ℝ)

High correlation  Zeros 

Distinct3291
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros58735
Zeros (%)19.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:47.892382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.0033
Q30.0214
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0214

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0033
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:48.109382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0011 1
 
< 0.1%
0 1
 
< 0.1%
0.0012 1
 
< 0.1%
0.0052 1
 
< 0.1%
0.0035 1
 
< 0.1%
0.0031 1
 
< 0.1%
0.0037 1
 
< 0.1%
0.001 1
 
< 0.1%
0.0022 1
 
< 0.1%
0.0029 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 58735
19.1%
0.0001 163
 
0.1%
0.0002 107
 
< 0.1%
0.0003 95
 
< 0.1%
0.0004 162
 
0.1%
0.0005 205
 
0.1%
0.0006 260
 
0.1%
0.0007 212
 
0.1%
0.0008 212
 
0.1%
0.0009 311
 
0.1%
ValueCountFrequency (%)
0.0199 102
< 0.1%
0.0198 114
< 0.1%
0.0197 104
< 0.1%
0.0196 114
< 0.1%
0.0195 93
< 0.1%
0.0194 87
< 0.1%
0.0193 95
< 0.1%
0.0192 71
< 0.1%
0.0191 127
< 0.1%
0.019 81
< 0.1%

APARTMENTS_MODE
Real number (ℝ)

High correlation 

Distinct761
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros976
Zeros (%)0.3%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:48.333147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0567
median0.084
Q30.1261
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0694

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.084
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:48.545978image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.063 1
 
< 0.1%
0.0945 1
 
< 0.1%
0.084 1
 
< 0.1%
0.0084 1
 
< 0.1%
0.0735 1
 
< 0.1%
0.105 1
 
< 0.1%
0.0168 1
 
< 0.1%
0.1513 1
 
< 0.1%
0.0126 1
 
< 0.1%
0.1261 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 976
 
0.3%
0.0011 285
 
0.1%
0.0021 1006
 
0.3%
0.0032 431
 
0.1%
0.0042 1069
 
0.3%
0.0053 330
 
0.1%
0.0063 459
 
0.1%
0.0074 273
 
0.1%
0.0084 3970
1.3%
0.0095 330
 
0.1%
ValueCountFrequency (%)
0.209 179
0.1%
0.208 175
0.1%
0.2069 144
< 0.1%
0.2059 139
< 0.1%
0.2048 122
 
< 0.1%
0.2038 73
 
< 0.1%
0.2027 78
 
< 0.1%
0.2017 323
0.1%
0.2006 190
0.1%
0.1996 216
0.1%

BASEMENTAREA_MODE
Real number (ℝ)

High correlation  Zeros 

Distinct3842
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros16598
Zeros (%)5.4%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:48.762382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0422
median0.0736
Q30.105
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0628

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0736
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:48.984195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.066 1
 
< 0.1%
0.1132 1
 
< 0.1%
0.0566 1
 
< 0.1%
0.0828 1
 
< 0.1%
0.0642 1
 
< 0.1%
0.0858 1
 
< 0.1%
0.0849 1
 
< 0.1%
0.0826 1
 
< 0.1%
0.0823 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 16598
5.4%
0.0001 105
 
< 0.1%
0.0002 41
 
< 0.1%
0.0003 10
 
< 0.1%
0.0004 33
 
< 0.1%
0.0005 28
 
< 0.1%
0.0006 41
 
< 0.1%
0.0007 9
 
< 0.1%
0.0008 26
 
< 0.1%
0.0009 42
 
< 0.1%
ValueCountFrequency (%)
0.0199 27
< 0.1%
0.0198 39
< 0.1%
0.0197 17
< 0.1%
0.0196 21
< 0.1%
0.0195 32
< 0.1%
0.0194 21
< 0.1%
0.0193 30
< 0.1%
0.0192 38
< 0.1%
0.0191 22
< 0.1%
0.019 24
< 0.1%

YEARS_BEGINEXPLUATATION_MODE
Real number (ℝ)

High correlation 

Distinct222
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros142
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:49.198527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.9767
median0.9816
Q30.9861
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0094

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.9816
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:49.426354image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.9871 1
 
< 0.1%
0.9866 1
 
< 0.1%
0.9861 1
 
< 0.1%
0.9801 1
 
< 0.1%
0.9806 1
 
< 0.1%
0.9856 1
 
< 0.1%
0.9851 1
 
< 0.1%
0.9816 1
 
< 0.1%
0.9796 1
 
< 0.1%
0.9791 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 142
 
< 0.1%
0.0005 525
0.2%
0.0184 1
 
< 0.1%
0.0452 1
 
< 0.1%
0.0973 1
 
< 0.1%
0.0978 1
 
< 0.1%
0.0983 1
 
< 0.1%
0.4359 1
 
< 0.1%
0.4518 1
 
< 0.1%
0.5318 1
 
< 0.1%
ValueCountFrequency (%)
0.9896 2361
0.8%
0.9891 2385
0.8%
0.9886 2790
0.9%
0.9881 3319
1.1%
0.9876 3892
1.3%
0.9871 4291
1.4%
0.9866 4173
1.4%
0.9861 4167
1.4%
0.9856 4075
1.3%
0.9851 4016
1.3%

YEARS_BUILD_MODE
Real number (ℝ)

High correlation 

Distinct155
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros103
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:49.640841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.6994
median0.7583
Q30.8171
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.1177

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.7583
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:49.853037image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.8301 1
 
< 0.1%
0.8236 1
 
< 0.1%
0.7387 1
 
< 0.1%
0.8171 1
 
< 0.1%
0.8105 1
 
< 0.1%
0.7452 1
 
< 0.1%
0.8367 1
 
< 0.1%
0.804 1
 
< 0.1%
0.7583 1
 
< 0.1%
0.7779 1
 
< 0.1%
Other values (144) 144
 
< 0.1%
(Missing) 307357
99.9%
ValueCountFrequency (%)
0 103
< 0.1%
0.0003 3
 
< 0.1%
0.0134 2
 
< 0.1%
0.0199 2
 
< 0.1%
0.0265 2
 
< 0.1%
0.033 1
 
< 0.1%
0.0395 2
 
< 0.1%
0.0461 3
 
< 0.1%
0.0526 4
 
< 0.1%
0.0591 1
 
< 0.1%
ValueCountFrequency (%)
nan 204488
66.5%
1 183
 
0.1%
0.9935 487
 
0.2%
0.9869 653
 
0.2%
0.9804 791
 
0.3%
0.9739 779
 
0.3%
0.9673 746
 
0.2%
0.9608 859
 
0.3%
0.9543 716
 
0.2%
0.9477 619
 
0.2%

COMMONAREA_MODE
Real number (ℝ)

High correlation  Zeros 

Distinct3129
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros9690
Zeros (%)3.2%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:50.061819image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0075
median0.0186
Q30.043
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0355

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0186
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:50.278496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.0012 1
 
< 0.1%
0.0088 1
 
< 0.1%
0.0121 1
 
< 0.1%
0.0086 1
 
< 0.1%
0.0071 1
 
< 0.1%
0.008 1
 
< 0.1%
0.007 1
 
< 0.1%
0.0014 1
 
< 0.1%
0.0079 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 9690
3.2%
0.0001 60
 
< 0.1%
0.0002 52
 
< 0.1%
0.0003 68
 
< 0.1%
0.0004 63
 
< 0.1%
0.0005 70
 
< 0.1%
0.0006 161
 
0.1%
0.0007 176
 
0.1%
0.0008 179
 
0.1%
0.0009 193
 
0.1%
ValueCountFrequency (%)
0.0199 108
< 0.1%
0.0198 93
< 0.1%
0.0197 88
< 0.1%
0.0196 112
< 0.1%
0.0195 112
< 0.1%
0.0194 127
< 0.1%
0.0193 111
< 0.1%
0.0192 105
< 0.1%
0.0191 114
< 0.1%
0.019 128
< 0.1%

ELEVATORS_MODE
Real number (ℝ)

High correlation  Zeros 

Distinct27
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros89498
Zeros (%)29.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:50.480357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.0806
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0806

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:50.670884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=27)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.0806 1
 
< 0.1%
0.1611 1
 
< 0.1%
0.2417 1
 
< 0.1%
0.1208 1
 
< 0.1%
0.0403 1
 
< 0.1%
0.2014 1
 
< 0.1%
0.3222 1
 
< 0.1%
0.282 1
 
< 0.1%
0.4028 1
 
< 0.1%
Other values (16) 16
 
< 0.1%
(Missing) 307485
> 99.9%
ValueCountFrequency (%)
0 89498
29.1%
0.0403 4876
 
1.6%
0.0806 11629
 
3.8%
0.1208 5734
 
1.9%
0.1611 9675
 
3.1%
0.2014 3962
 
1.3%
0.2417 6379
 
2.1%
0.282 2135
 
0.7%
0.3222 2887
 
0.9%
0.3625 1308
 
0.4%
ValueCountFrequency (%)
nan 163891
53.3%
1 144
 
< 0.1%
0.9667 87
 
< 0.1%
0.9264 20
 
< 0.1%
0.8862 66
 
< 0.1%
0.8459 34
 
< 0.1%
0.8056 137
 
< 0.1%
0.7653 38
 
< 0.1%
0.725 219
 
0.1%
0.6848 99
 
< 0.1%

ENTRANCES_MODE
Real number (ℝ)

High correlation 

Distinct31
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros387
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:50.857993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.069
median0.1379
Q30.1724
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.1034

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.1379
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:51.052837image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%)
0.1379 1
 
< 0.1%
0.069 1
 
< 0.1%
0.1034 1
 
< 0.1%
0.2069 1
 
< 0.1%
0.0345 1
 
< 0.1%
0.1724 1
 
< 0.1%
0.2759 1
 
< 0.1%
0.2414 1
 
< 0.1%
0.3448 1
 
< 0.1%
0.3103 1
 
< 0.1%
Other values (20) 20
 
< 0.1%
(Missing) 307481
> 99.9%
ValueCountFrequency (%)
0 387
 
0.1%
0.0345 19428
6.3%
0.069 26704
8.7%
0.1034 20533
6.7%
0.1379 36041
11.7%
0.1724 8986
 
2.9%
0.2069 19678
6.4%
0.2414 4013
 
1.3%
0.2759 8036
 
2.6%
0.3103 2014
 
0.7%
ValueCountFrequency (%)
nan 154828
50.3%
1 152
 
< 0.1%
0.9655 25
 
< 0.1%
0.931 21
 
< 0.1%
0.8966 52
 
< 0.1%
0.8621 14
 
< 0.1%
0.8276 42
 
< 0.1%
0.7931 39
 
< 0.1%
0.7586 48
 
< 0.1%
0.7241 44
 
< 0.1%

FLOORSMAX_MODE
Real number (ℝ)

High correlation  Zeros 

Distinct26
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros3415
Zeros (%)1.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:51.241841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.1667
median0.1667
Q30.3333
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.1666

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.1667
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:51.427101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
0.1667 1
 
< 0.1%
0.3333 1
 
< 0.1%
0.0417 1
 
< 0.1%
0.375 1
 
< 0.1%
0.125 1
 
< 0.1%
0.0833 1
 
< 0.1%
0 1
 
< 0.1%
0.4583 1
 
< 0.1%
0.625 1
 
< 0.1%
0.5417 1
 
< 0.1%
Other values (15) 15
 
< 0.1%
(Missing) 307486
> 99.9%
ValueCountFrequency (%)
0 3415
 
1.1%
0.0417 15616
 
5.1%
0.0833 6785
 
2.2%
0.125 7267
 
2.4%
0.1667 65550
21.3%
0.2083 1505
 
0.5%
0.25 572
 
0.2%
0.2917 511
 
0.2%
0.3333 34373
11.2%
0.375 8321
 
2.7%
ValueCountFrequency (%)
nan 153020
49.8%
1 164
 
0.1%
0.9583 94
 
< 0.1%
0.9167 38
 
< 0.1%
0.875 229
 
0.1%
0.8333 22
 
< 0.1%
0.7917 58
 
< 0.1%
0.75 124
 
< 0.1%
0.7083 199
 
0.1%
0.6667 1710
 
0.6%

FLOORSMIN_MODE
Real number (ℝ)

High correlation 

Distinct26
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros2517
Zeros (%)0.8%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:51.609482image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0833
median0.2083
Q30.375
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.2917

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.2083
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:51.798838image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
0.2083 1
 
< 0.1%
0.375 1
 
< 0.1%
0.0417 1
 
< 0.1%
0.0833 1
 
< 0.1%
0.4167 1
 
< 0.1%
0.1667 1
 
< 0.1%
0.125 1
 
< 0.1%
0 1
 
< 0.1%
0.5 1
 
< 0.1%
0.6667 1
 
< 0.1%
Other values (15) 15
 
< 0.1%
(Missing) 307486
> 99.9%
ValueCountFrequency (%)
0 2517
 
0.8%
0.0417 18917
6.2%
0.0833 5349
 
1.7%
0.125 3170
 
1.0%
0.1667 3636
 
1.2%
0.2083 34403
11.2%
0.25 772
 
0.3%
0.2917 359
 
0.1%
0.3333 320
 
0.1%
0.375 19042
6.2%
ValueCountFrequency (%)
nan 208642
67.8%
1 141
 
< 0.1%
0.9583 17
 
< 0.1%
0.9167 131
 
< 0.1%
0.875 9
 
< 0.1%
0.8333 22
 
< 0.1%
0.7917 61
 
< 0.1%
0.75 99
 
< 0.1%
0.7083 1143
 
0.4%
0.6667 1264
 
0.4%

LANDAREA_MODE
Real number (ℝ)

High correlation  Zeros 

Distinct3564
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros17453
Zeros (%)5.7%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:52.008744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0175
median0.0451
Q30.077
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0595

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0451
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:52.224132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0242 1
 
< 0.1%
0 1
 
< 0.1%
0.0144 1
 
< 0.1%
0.0179 1
 
< 0.1%
0.0565 1
 
< 0.1%
0.0141 1
 
< 0.1%
0.0645 1
 
< 0.1%
0.0484 1
 
< 0.1%
0.0258 1
 
< 0.1%
0.0807 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 17453
5.7%
0.0001 24
 
< 0.1%
0.0002 14
 
< 0.1%
0.0003 6
 
< 0.1%
0.0004 14
 
< 0.1%
0.0005 15
 
< 0.1%
0.0006 17
 
< 0.1%
0.0007 14
 
< 0.1%
0.0008 17
 
< 0.1%
0.0009 12
 
< 0.1%
ValueCountFrequency (%)
0.0199 130
< 0.1%
0.0198 132
< 0.1%
0.0197 131
< 0.1%
0.0196 107
< 0.1%
0.0195 121
< 0.1%
0.0194 208
0.1%
0.0193 116
< 0.1%
0.0192 140
< 0.1%
0.0191 120
< 0.1%
0.019 118
< 0.1%

LIVINGAPARTMENTS_MODE
Real number (ℝ)

High correlation 

Distinct737
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros519
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:52.441341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0551
median0.0735
Q30.1175
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0624

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0735
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:52.666274image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0735 1
 
< 0.1%
0.0826 1
 
< 0.1%
0.0551 1
 
< 0.1%
0.0661 1
 
< 0.1%
0.1322 1
 
< 0.1%
0.0643 1
 
< 0.1%
0.0918 1
 
< 0.1%
0.0588 1
 
< 0.1%
0.1102 1
 
< 0.1%
0.0073 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 519
 
0.2%
0.0009 156
 
0.1%
0.0018 295
 
0.1%
0.0028 146
 
< 0.1%
0.0037 413
 
0.1%
0.0046 141
 
< 0.1%
0.0055 212
 
0.1%
0.0064 142
 
< 0.1%
0.0073 1883
0.6%
0.0083 132
 
< 0.1%
ValueCountFrequency (%)
0.1827 107
< 0.1%
0.1818 118
< 0.1%
0.1809 70
 
< 0.1%
0.18 98
< 0.1%
0.1791 67
 
< 0.1%
0.1781 58
 
< 0.1%
0.1772 45
 
< 0.1%
0.1763 230
0.1%
0.1754 201
0.1%
0.1745 151
< 0.1%

LIVINGAREA_MODE
Real number (ℝ)

High correlation 

Distinct5302
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros444
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:52.913122image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0442
median0.0724
Q30.1156
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0714

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0724
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:53.155493image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.0525 1
 
< 0.1%
0.0736 1
 
< 0.1%
0.0534 1
 
< 0.1%
0.0561 1
 
< 0.1%
0.0532 1
 
< 0.1%
0.0085 1
 
< 0.1%
0.0662 1
 
< 0.1%
0.0537 1
 
< 0.1%
0.0661 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 444
0.1%
0.0001 7
 
< 0.1%
0.0002 7
 
< 0.1%
0.0003 16
 
< 0.1%
0.0004 24
 
< 0.1%
0.0005 20
 
< 0.1%
0.0006 25
 
< 0.1%
0.0007 37
 
< 0.1%
0.0008 42
 
< 0.1%
0.0009 47
 
< 0.1%
ValueCountFrequency (%)
0.0199 81
< 0.1%
0.0198 87
< 0.1%
0.0197 94
< 0.1%
0.0196 86
< 0.1%
0.0195 76
< 0.1%
0.0194 73
< 0.1%
0.0193 94
< 0.1%
0.0192 102
< 0.1%
0.0191 80
< 0.1%
0.019 89
< 0.1%

NONLIVINGAPARTMENTS_MODE
Real number (ℝ)

High correlation  Zeros 

Distinct168
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros59255
Zeros (%)19.3%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:53.374331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.0039
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0039

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:53.658779image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.0039 1
 
< 0.1%
0.0078 1
 
< 0.1%
0.0117 1
 
< 0.1%
0.0156 1
 
< 0.1%
0.0195 1
 
< 0.1%
0.0233 1
 
< 0.1%
0.0272 1
 
< 0.1%
0.0311 1
 
< 0.1%
0.035 1
 
< 0.1%
Other values (157) 157
 
0.1%
(Missing) 307344
99.9%
ValueCountFrequency (%)
0 59255
19.3%
0.0039 14105
 
4.6%
0.0078 6413
 
2.1%
0.0117 3675
 
1.2%
0.0156 2492
 
0.8%
0.0195 1653
 
0.5%
0.0233 1177
 
0.4%
0.0272 840
 
0.3%
0.0311 711
 
0.2%
0.035 527
 
0.2%
ValueCountFrequency (%)
nan 213514
69.4%
1 100
 
< 0.1%
0.9961 1
 
< 0.1%
0.9805 3
 
< 0.1%
0.965 2
 
< 0.1%
0.9533 2
 
< 0.1%
0.9416 3
 
< 0.1%
0.9339 7
 
< 0.1%
0.9183 2
 
< 0.1%
0.8949 1
 
< 0.1%

NONLIVINGAREA_MODE
Real number (ℝ)

High correlation  Zeros 

Distinct3328
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros67126
Zeros (%)21.8%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:53.884209image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.0007
Q30.0171
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0171

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0007
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:54.118317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0011 1
 
< 0.1%
0 1
 
< 0.1%
0.0012 1
 
< 0.1%
0.0038 1
 
< 0.1%
0.0045 1
 
< 0.1%
0.0037 1
 
< 0.1%
0.0056 1
 
< 0.1%
0.0055 1
 
< 0.1%
0.0032 1
 
< 0.1%
0.0046 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 67126
21.8%
0.0001 123
 
< 0.1%
0.0002 125
 
< 0.1%
0.0003 61
 
< 0.1%
0.0004 90
 
< 0.1%
0.0005 170
 
0.1%
0.0006 187
 
0.1%
0.0007 155
 
0.1%
0.0008 189
 
0.1%
0.0009 182
 
0.1%
ValueCountFrequency (%)
0.0199 55
< 0.1%
0.0198 79
< 0.1%
0.0197 65
< 0.1%
0.0196 86
< 0.1%
0.0195 69
< 0.1%
0.0194 89
< 0.1%
0.0193 80
< 0.1%
0.0192 96
< 0.1%
0.0191 63
< 0.1%
0.019 89
< 0.1%

APARTMENTS_MEDI
Real number (ℝ)

High correlation 

Distinct1149
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros771
Zeros (%)0.3%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:54.334338image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0604
median0.0843
Q30.1338
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0734

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0843
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:54.562137image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0937 1
 
< 0.1%
0.0833 1
 
< 0.1%
0.0625 1
 
< 0.1%
0.0729 1
 
< 0.1%
0.0083 1
 
< 0.1%
0.1499 1
 
< 0.1%
0.1041 1
 
< 0.1%
0.0167 1
 
< 0.1%
0.1249 1
 
< 0.1%
0.0125 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 771
0.3%
0.001 199
 
0.1%
0.0016 6
 
< 0.1%
0.0021 808
0.3%
0.0026 13
 
< 0.1%
0.0031 388
0.1%
0.0036 12
 
< 0.1%
0.0042 967
0.3%
0.0047 10
 
< 0.1%
0.0052 293
 
0.1%
ValueCountFrequency (%)
0.1041 3097
1.0%
0.1036 37
 
< 0.1%
0.1031 706
 
0.2%
0.1025 23
 
< 0.1%
0.102 692
 
0.2%
0.1015 24
 
< 0.1%
0.101 445
 
0.1%
0.1004 45
 
< 0.1%
0.0999 933
 
0.3%
0.0994 31
 
< 0.1%

BASEMENTAREA_MEDI
Real number (ℝ)

High correlation  Zeros 

Distinct3773
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros14991
Zeros (%)4.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:54.791956image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0453
median0.0749
Q30.105
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0597

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0749
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:55.009995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.0545 1
 
< 0.1%
0.0818 1
 
< 0.1%
0.1 1
 
< 0.1%
0.0795 1
 
< 0.1%
0.0655 1
 
< 0.1%
0.0782 1
 
< 0.1%
0.0796 1
 
< 0.1%
0.0625 1
 
< 0.1%
0.08 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 14991
4.9%
0.0001 106
 
< 0.1%
0.0002 39
 
< 0.1%
0.0003 8
 
< 0.1%
0.0004 31
 
< 0.1%
0.0005 48
 
< 0.1%
0.0006 14
 
< 0.1%
0.0007 15
 
< 0.1%
0.0008 21
 
< 0.1%
0.0009 40
 
< 0.1%
ValueCountFrequency (%)
0.0199 31
< 0.1%
0.0198 24
< 0.1%
0.0197 23
< 0.1%
0.0196 37
< 0.1%
0.0195 38
< 0.1%
0.0194 28
< 0.1%
0.0193 32
< 0.1%
0.0192 21
< 0.1%
0.0191 33
< 0.1%
0.019 17
< 0.1%

YEARS_BEGINEXPLUATATION_MEDI
Real number (ℝ)

High correlation 

Distinct246
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros548
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:55.272444image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.9767
median0.9816
Q30.9861
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0094

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.9816
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:55.487747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.9871 1
 
< 0.1%
0.9861 1
 
< 0.1%
0.9856 1
 
< 0.1%
0.9866 1
 
< 0.1%
0.9801 1
 
< 0.1%
0.9806 1
 
< 0.1%
0.9851 1
 
< 0.1%
0.9796 1
 
< 0.1%
0.9876 1
 
< 0.1%
0.9831 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 548
0.2%
0.0179 1
 
< 0.1%
0.0447 1
 
< 0.1%
0.0969 1
 
< 0.1%
0.0974 1
 
< 0.1%
0.0979 1
 
< 0.1%
0.4759 3
 
< 0.1%
0.4774 1
 
< 0.1%
0.4779 2
 
< 0.1%
0.4784 1
 
< 0.1%
ValueCountFrequency (%)
0.9776 3478
1.1%
0.9771 3464
1.1%
0.9767 3189
1.0%
0.9762 3044
1.0%
0.9757 2814
0.9%
0.9752 2724
0.9%
0.9747 2774
0.9%
0.9742 2920
0.9%
0.9737 2751
0.9%
0.9732 2486
0.8%

YEARS_BUILD_MEDI
Real number (ℝ)

High correlation 

Distinct152
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros101
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:55.700282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.6914
median0.7585
Q30.8121
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.1207

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.7585
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:56.315969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.8256 1
 
< 0.1%
0.8189 1
 
< 0.1%
0.8054 1
 
< 0.1%
0.7316 1
 
< 0.1%
0.8121 1
 
< 0.1%
0.8323 1
 
< 0.1%
0.7383 1
 
< 0.1%
0.7987 1
 
< 0.1%
0.7518 1
 
< 0.1%
0.7719 1
 
< 0.1%
Other values (141) 141
 
< 0.1%
(Missing) 307360
> 99.9%
ValueCountFrequency (%)
0 101
< 0.1%
0.0003 2
 
< 0.1%
0.0071 1
 
< 0.1%
0.0138 2
 
< 0.1%
0.0205 3
 
< 0.1%
0.0272 3
 
< 0.1%
0.0339 1
 
< 0.1%
0.0406 1
 
< 0.1%
0.0473 3
 
< 0.1%
0.054 4
 
< 0.1%
ValueCountFrequency (%)
nan 204488
66.5%
1 182
 
0.1%
0.9933 494
 
0.2%
0.9866 665
 
0.2%
0.9799 802
 
0.3%
0.9732 819
 
0.3%
0.9665 755
 
0.2%
0.9597 841
 
0.3%
0.953 717
 
0.2%
0.9463 637
 
0.2%

COMMONAREA_MEDI
Real number (ℝ)

High correlation  Zeros 

Distinct3203
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros8691
Zeros (%)2.8%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:56.529192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0079
median0.0201
Q30.0451
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0372

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0201
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:56.744825image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.0012 1
 
< 0.1%
0.0088 1
 
< 0.1%
0.0077 1
 
< 0.1%
0.0121 1
 
< 0.1%
0.0086 1
 
< 0.1%
0.0071 1
 
< 0.1%
0.008 1
 
< 0.1%
0.007 1
 
< 0.1%
0.0014 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 8691
2.8%
0.0001 57
 
< 0.1%
0.0002 49
 
< 0.1%
0.0003 73
 
< 0.1%
0.0004 63
 
< 0.1%
0.0005 76
 
< 0.1%
0.0006 154
 
0.1%
0.0007 180
 
0.1%
0.0008 152
 
< 0.1%
0.0009 182
 
0.1%
ValueCountFrequency (%)
0.0199 101
< 0.1%
0.0198 106
< 0.1%
0.0197 86
< 0.1%
0.0196 102
< 0.1%
0.0195 118
< 0.1%
0.0194 124
< 0.1%
0.0193 123
< 0.1%
0.0192 105
< 0.1%
0.0191 114
< 0.1%
0.019 119
< 0.1%

ELEVATORS_MEDI
Real number (ℝ)

High correlation  Zeros 

Distinct47
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros87026
Zeros (%)28.3%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:56.954968image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.08
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.08

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:57.169427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.08 1
 
< 0.1%
0.16 1
 
< 0.1%
0.24 1
 
< 0.1%
0.12 1
 
< 0.1%
0.04 1
 
< 0.1%
0.2 1
 
< 0.1%
0.32 1
 
< 0.1%
0.28 1
 
< 0.1%
0.4 1
 
< 0.1%
Other values (36) 36
 
< 0.1%
(Missing) 307465
> 99.9%
ValueCountFrequency (%)
0 87026
28.3%
0.02 368
 
0.1%
0.04 4852
 
1.6%
0.06 388
 
0.1%
0.08 10832
 
3.5%
0.1 543
 
0.2%
0.12 5946
 
1.9%
0.14 388
 
0.1%
0.16 9278
 
3.0%
0.18 280
 
0.1%
ValueCountFrequency (%)
nan 163891
53.3%
1 158
 
0.1%
0.96 81
 
< 0.1%
0.92 20
 
< 0.1%
0.9 6
 
< 0.1%
0.88 68
 
< 0.1%
0.84 32
 
< 0.1%
0.8 140
 
< 0.1%
0.78 10
 
< 0.1%
0.76 45
 
< 0.1%

ENTRANCES_MEDI
Real number (ℝ)

High correlation 

Distinct47
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros329
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:57.382188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.069
median0.1379
Q30.1724
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.1034

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.1379
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:57.593639image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%)
0.1379 1
 
< 0.1%
0.069 1
 
< 0.1%
0.1034 1
 
< 0.1%
0.2069 1
 
< 0.1%
0.0345 1
 
< 0.1%
0.1724 1
 
< 0.1%
0.2759 1
 
< 0.1%
0.2414 1
 
< 0.1%
0.3448 1
 
< 0.1%
0.3103 1
 
< 0.1%
Other values (36) 36
 
< 0.1%
(Missing) 307465
> 99.9%
ValueCountFrequency (%)
0 329
 
0.1%
0.0172 7
 
< 0.1%
0.0345 16150
5.3%
0.0517 611
 
0.2%
0.069 24193
7.9%
0.0862 1352
 
0.4%
0.1034 20492
6.7%
0.1207 1228
 
0.4%
0.1379 35535
11.6%
0.1552 788
 
0.3%
ValueCountFrequency (%)
nan 154828
50.3%
1 153
 
< 0.1%
0.9655 25
 
< 0.1%
0.931 21
 
< 0.1%
0.8966 52
 
< 0.1%
0.8621 14
 
< 0.1%
0.8276 42
 
< 0.1%
0.7931 39
 
< 0.1%
0.7586 48
 
< 0.1%
0.7241 44
 
< 0.1%

FLOORSMAX_MEDI
Real number (ℝ)

High correlation 

Distinct50
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros2995
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:57.801937image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.1667
median0.1667
Q30.3333
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.1666

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.1667
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:58.015864image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.1667 1
 
< 0.1%
0.3333 1
 
< 0.1%
0.0417 1
 
< 0.1%
0.375 1
 
< 0.1%
0.125 1
 
< 0.1%
0.0833 1
 
< 0.1%
0.4583 1
 
< 0.1%
0 1
 
< 0.1%
0.625 1
 
< 0.1%
0.5417 1
 
< 0.1%
Other values (39) 39
 
< 0.1%
(Missing) 307462
> 99.9%
ValueCountFrequency (%)
0 2995
 
1.0%
0.0208 126
 
< 0.1%
0.0417 14832
 
4.8%
0.0625 132
 
< 0.1%
0.0833 6657
 
2.2%
0.1042 460
 
0.1%
0.125 7079
 
2.3%
0.1458 321
 
0.1%
0.1667 63607
20.7%
0.1875 245
 
0.1%
ValueCountFrequency (%)
nan 153020
49.8%
1 170
 
0.1%
0.9792 1
 
< 0.1%
0.9583 95
 
< 0.1%
0.9375 4
 
< 0.1%
0.9167 37
 
< 0.1%
0.8958 2
 
< 0.1%
0.875 223
 
0.1%
0.8542 3
 
< 0.1%
0.8333 39
 
< 0.1%

FLOORSMIN_MEDI
Real number (ℝ)

High correlation 

Distinct48
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros2351
Zeros (%)0.8%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:58.228798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0833
median0.2083
Q30.375
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.2917

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.2083
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:58.438940image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%)
0.2083 1
 
< 0.1%
0.375 1
 
< 0.1%
0.0417 1
 
< 0.1%
0.0833 1
 
< 0.1%
0.4167 1
 
< 0.1%
0.1667 1
 
< 0.1%
0.125 1
 
< 0.1%
0 1
 
< 0.1%
0.5 1
 
< 0.1%
0.6667 1
 
< 0.1%
Other values (37) 37
 
< 0.1%
(Missing) 307464
> 99.9%
ValueCountFrequency (%)
0 2351
 
0.8%
0.0208 50
 
< 0.1%
0.0417 18090
5.9%
0.0625 51
 
< 0.1%
0.0833 5131
 
1.7%
0.1042 106
 
< 0.1%
0.125 3373
 
1.1%
0.1458 180
 
0.1%
0.1667 3570
 
1.2%
0.1875 159
 
0.1%
ValueCountFrequency (%)
nan 208642
67.8%
1 147
 
< 0.1%
0.9792 5
 
< 0.1%
0.9583 14
 
< 0.1%
0.9167 130
 
< 0.1%
0.875 16
 
< 0.1%
0.8542 5
 
< 0.1%
0.8333 27
 
< 0.1%
0.8125 12
 
< 0.1%
0.7917 64
 
< 0.1%

LANDAREA_MEDI
Real number (ℝ)

High correlation  Zeros 

Distinct3561
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros15919
Zeros (%)5.2%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:58.649352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0196
median0.0478
Q30.0798
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0602

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0478
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:58.867934image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.0241 1
 
< 0.1%
0.0146 1
 
< 0.1%
0.0642 1
 
< 0.1%
0.0385 1
 
< 0.1%
0.0803 1
 
< 0.1%
0.0321 1
 
< 0.1%
0.0193 1
 
< 0.1%
0.0154 1
 
< 0.1%
0.0178 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 15919
5.2%
0.0001 14
 
< 0.1%
0.0002 13
 
< 0.1%
0.0003 7
 
< 0.1%
0.0004 11
 
< 0.1%
0.0005 9
 
< 0.1%
0.0006 16
 
< 0.1%
0.0007 14
 
< 0.1%
0.0008 20
 
< 0.1%
0.0009 19
 
< 0.1%
ValueCountFrequency (%)
0.0199 128
< 0.1%
0.0198 121
< 0.1%
0.0197 126
< 0.1%
0.0196 131
< 0.1%
0.0195 126
< 0.1%
0.0194 109
< 0.1%
0.0193 197
0.1%
0.0192 71
 
< 0.1%
0.0191 133
< 0.1%
0.019 123
< 0.1%

LIVINGAPARTMENTS_MEDI
Real number (ℝ)

High correlation 

Distinct1098
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros433
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:59.073473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0513
median0.0752
Q30.1154
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0641

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0752
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:59.285628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0855 1
 
< 0.1%
0.077 1
 
< 0.1%
0.0599 1
 
< 0.1%
0.0513 1
 
< 0.1%
0.0684 1
 
< 0.1%
0.0616 1
 
< 0.1%
0.1231 1
 
< 0.1%
0.0137 1
 
< 0.1%
0.1026 1
 
< 0.1%
0.0068 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 433
0.1%
0.0009 117
 
< 0.1%
0.0013 1
 
< 0.1%
0.0017 254
0.1%
0.0021 2
 
< 0.1%
0.0026 134
 
< 0.1%
0.003 5
 
< 0.1%
0.0034 367
0.1%
0.0038 4
 
< 0.1%
0.0043 131
 
< 0.1%
ValueCountFrequency (%)
0.0855 2014
0.7%
0.0851 30
 
< 0.1%
0.0847 440
 
0.1%
0.0842 32
 
< 0.1%
0.0838 585
 
0.2%
0.0834 19
 
< 0.1%
0.0829 264
 
0.1%
0.0825 13
 
< 0.1%
0.0821 726
 
0.2%
0.0817 20
 
< 0.1%

LIVINGAREA_MEDI
Real number (ℝ)

High correlation 

Distinct5282
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros299
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:59.502130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0474
median0.0738
Q30.1173
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0699

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0738
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T03:59:59.735073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.052 1
 
< 0.1%
0.0548 1
 
< 0.1%
0.0519 1
 
< 0.1%
0.0888 1
 
< 0.1%
0.0717 1
 
< 0.1%
0.0515 1
 
< 0.1%
0.0642 1
 
< 0.1%
0.0517 1
 
< 0.1%
0.0649 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 299
0.1%
0.0001 4
 
< 0.1%
0.0002 8
 
< 0.1%
0.0003 10
 
< 0.1%
0.0004 14
 
< 0.1%
0.0005 16
 
< 0.1%
0.0006 22
 
< 0.1%
0.0007 26
 
< 0.1%
0.0008 35
 
< 0.1%
0.0009 37
 
< 0.1%
ValueCountFrequency (%)
0.0199 56
< 0.1%
0.0198 70
< 0.1%
0.0197 64
< 0.1%
0.0196 85
< 0.1%
0.0195 93
< 0.1%
0.0194 83
< 0.1%
0.0193 94
< 0.1%
0.0192 75
< 0.1%
0.0191 102
< 0.1%
0.019 74
< 0.1%

NONLIVINGAPARTMENTS_MEDI
Real number (ℝ)

High correlation  Zeros 

Distinct215
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros56097
Zeros (%)18.2%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T03:59:59.965625image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.0039
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0039

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T04:00:00.201599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
0.0039 1
 
< 0.1%
0.0078 1
 
< 0.1%
0.0116 1
 
< 0.1%
0.0155 1
 
< 0.1%
0.0194 1
 
< 0.1%
0.0019 1
 
< 0.1%
0.0233 1
 
< 0.1%
0.0272 1
 
< 0.1%
0.0311 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 56097
18.2%
0.0019 1286
 
0.4%
0.0039 14126
 
4.6%
0.0058 515
 
0.2%
0.0078 6493
 
2.1%
0.0097 265
 
0.1%
0.0116 3788
 
1.2%
0.0136 150
 
< 0.1%
0.0155 2557
 
0.8%
0.0175 97
 
< 0.1%
ValueCountFrequency (%)
0.8463 2
< 0.1%
0.8424 3
< 0.1%
0.8307 1
 
< 0.1%
0.8268 1
 
< 0.1%
0.823 3
< 0.1%
0.7919 2
< 0.1%
0.7764 4
< 0.1%
0.7608 1
 
< 0.1%
0.7492 2
< 0.1%
0.7337 1
 
< 0.1%

NONLIVINGAREA_MEDI
Real number (ℝ)

High correlation  Zeros 

Distinct3324
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros60954
Zeros (%)19.8%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:00.443056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.0027
Q30.0204
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0204

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.0027
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T04:00:00.669753image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0011 1
 
< 0.1%
0 1
 
< 0.1%
0.0012 1
 
< 0.1%
0.0031 1
 
< 0.1%
0.0045 1
 
< 0.1%
0.0037 1
 
< 0.1%
0.0032 1
 
< 0.1%
0.0053 1
 
< 0.1%
0.0023 1
 
< 0.1%
0.001 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 60954
19.8%
0.0001 154
 
0.1%
0.0002 81
 
< 0.1%
0.0003 86
 
< 0.1%
0.0004 147
 
< 0.1%
0.0005 189
 
0.1%
0.0006 196
 
0.1%
0.0007 227
 
0.1%
0.0008 145
 
< 0.1%
0.0009 242
 
0.1%
ValueCountFrequency (%)
0.0199 108
< 0.1%
0.0198 73
< 0.1%
0.0197 110
< 0.1%
0.0196 68
< 0.1%
0.0195 123
< 0.1%
0.0194 77
< 0.1%
0.0193 107
< 0.1%
0.0192 79
< 0.1%
0.0191 83
< 0.1%
0.019 81
< 0.1%

FONDKAPREMONT_MODE
Categorical

Missing 

Distinct5
Distinct (%)< 0.1%
Missing210295
Missing (%)68.4%
Memory size0.0 B
reg oper account
 
1
reg oper spec account
 
1
not specified
 
1
org spec account
 
1
(Missing)
97212 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowreg oper account
2nd rowreg oper account
3rd rowNone
4th rowNone
5th rowNone

Common Values

ValueCountFrequency (%)
reg oper account 1
 
< 0.1%
reg oper spec account 1
 
< 0.1%
not specified 1
 
< 0.1%
org spec account 1
 
< 0.1%
(Missing) 307507
> 99.9%

Common Values (Plot)

2025-05-21T04:00:00.857198image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

HOUSETYPE_MODE
Categorical

Missing 

Distinct4
Distinct (%)< 0.1%
Missing154297
Missing (%)50.2%
Memory size0.0 B
block of flats
 
1
specific housing
 
1
terraced house
 
1
(Missing)
153211 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowblock of flats
2nd rowblock of flats
3rd rowNone
4th rowNone
5th rowNone

Common Values

ValueCountFrequency (%)
block of flats 1
 
< 0.1%
specific housing 1
 
< 0.1%
terraced house 1
 
< 0.1%
(Missing) 307508
> 99.9%

Common Values (Plot)

2025-05-21T04:00:01.023296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

TOTALAREA_MODE
Real number (ℝ)

High correlation 

Distinct5117
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros582
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:01.226211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0422
median0.068
Q30.1128
95-th percentile1
Maximumnan
Rangenan
Interquartile range (IQR)0.0706

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.068
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T04:00:01.449631image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0554 1
 
< 0.1%
0 1
 
< 0.1%
0.0525 1
 
< 0.1%
0.0548 1
 
< 0.1%
0.0566 1
 
< 0.1%
0.05 1
 
< 0.1%
0.0689 1
 
< 0.1%
0.0064 1
 
< 0.1%
0.057 1
 
< 0.1%
0.0556 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
0 582
0.2%
0.0001 10
 
< 0.1%
0.0002 4
 
< 0.1%
0.0003 24
 
< 0.1%
0.0004 18
 
< 0.1%
0.0005 26
 
< 0.1%
0.0006 38
 
< 0.1%
0.0007 43
 
< 0.1%
0.0008 76
 
< 0.1%
0.0009 64
 
< 0.1%
ValueCountFrequency (%)
0.0199 90
< 0.1%
0.0198 117
< 0.1%
0.0197 95
< 0.1%
0.0196 88
< 0.1%
0.0195 93
< 0.1%
0.0194 70
< 0.1%
0.0193 63
< 0.1%
0.0192 67
< 0.1%
0.0191 61
< 0.1%
0.019 58
< 0.1%

WALLSMATERIAL_MODE
Categorical

Missing 

Distinct8
Distinct (%)< 0.1%
Missing156341
Missing (%)50.8%
Memory size0.0 B
Panel
 
1
Stone, brick
 
1
Block
 
1
Wooden
 
1
Mixed
 
1
Other values (2)
 
2
(Missing)
151163 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowStone, brick
2nd rowBlock
3rd rowNone
4th rowNone
5th rowNone

Common Values

ValueCountFrequency (%)
Panel 1
 
< 0.1%
Stone, brick 1
 
< 0.1%
Block 1
 
< 0.1%
Wooden 1
 
< 0.1%
Mixed 1
 
< 0.1%
Monolithic 1
 
< 0.1%
Others 1
 
< 0.1%
(Missing) 307504
> 99.9%

Common Values (Plot)

2025-05-21T04:00:01.654962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

EMERGENCYSTATE_MODE
Categorical

Missing 

Distinct3
Distinct (%)< 0.1%
Missing145755
Missing (%)47.4%
Memory size0.0 B
No
 
1
Yes
 
1
(Missing)
161754 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNo
2nd rowNo
3rd rowNone
4th rowNone
5th rowNone

Common Values

ValueCountFrequency (%)
No 1
 
< 0.1%
Yes 1
 
< 0.1%
(Missing) 307509
> 99.9%

Common Values (Plot)

2025-05-21T04:00:01.848981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

OBS_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)

High correlation  Zeros 

Distinct34
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros163910
Zeros (%)53.3%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:02.014493image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile348
Maximumnan
Rangenan
Interquartile range (IQR)2

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T04:00:02.218400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=34)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
2 1
 
< 0.1%
3 1
 
< 0.1%
4 1
 
< 0.1%
5 1
 
< 0.1%
6 1
 
< 0.1%
7 1
 
< 0.1%
8 1
 
< 0.1%
9 1
 
< 0.1%
Other values (23) 23
 
< 0.1%
(Missing) 307478
> 99.9%
ValueCountFrequency (%)
0 163910
53.3%
1 48783
 
15.9%
2 29808
 
9.7%
3 20322
 
6.6%
4 14143
 
4.6%
5 9553
 
3.1%
6 6453
 
2.1%
7 4390
 
1.4%
8 2967
 
1.0%
9 2003
 
0.7%
ValueCountFrequency (%)
nan 1021
0.3%
348 1
 
< 0.1%
47 1
 
< 0.1%
30 2
 
< 0.1%
29 1
 
< 0.1%
28 1
 
< 0.1%
27 5
 
< 0.1%
26 3
 
< 0.1%
25 11
 
< 0.1%
24 11
 
< 0.1%

DEF_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)

High correlation  Zeros 

Distinct11
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros271324
Zeros (%)88.2%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:02.390529image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile34
Maximumnan
Rangenan
Interquartile range (IQR)0

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T04:00:02.556287image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
2 1
 
< 0.1%
3 1
 
< 0.1%
4 1
 
< 0.1%
5 1
 
< 0.1%
6 1
 
< 0.1%
8 1
 
< 0.1%
7 1
 
< 0.1%
34 1
 
< 0.1%
(Missing) 307501
> 99.9%
ValueCountFrequency (%)
0 271324
88.2%
1 28328
 
9.2%
2 5323
 
1.7%
3 1192
 
0.4%
4 253
 
0.1%
5 56
 
< 0.1%
6 11
 
< 0.1%
7 1
 
< 0.1%
8 1
 
< 0.1%
34 1
 
< 0.1%
ValueCountFrequency (%)
nan 1021
 
0.3%
34 1
 
< 0.1%
8 1
 
< 0.1%
7 1
 
< 0.1%
6 11
 
< 0.1%
5 56
 
< 0.1%
4 253
 
0.1%
3 1192
 
0.4%
2 5323
 
1.7%
1 28328
9.2%

OBS_60_CNT_SOCIAL_CIRCLE
Real number (ℝ)

High correlation  Zeros 

Distinct34
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros164666
Zeros (%)53.5%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:02.742703image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile344
Maximumnan
Rangenan
Interquartile range (IQR)2

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T04:00:02.948404image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=34)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
2 1
 
< 0.1%
3 1
 
< 0.1%
4 1
 
< 0.1%
5 1
 
< 0.1%
6 1
 
< 0.1%
7 1
 
< 0.1%
8 1
 
< 0.1%
9 1
 
< 0.1%
Other values (23) 23
 
< 0.1%
(Missing) 307478
> 99.9%
ValueCountFrequency (%)
0 164666
53.5%
1 48870
 
15.9%
2 29766
 
9.7%
3 20215
 
6.6%
4 13946
 
4.5%
5 9463
 
3.1%
6 6349
 
2.1%
7 4344
 
1.4%
8 2886
 
0.9%
9 1959
 
0.6%
ValueCountFrequency (%)
nan 1021
0.3%
344 1
 
< 0.1%
47 1
 
< 0.1%
30 1
 
< 0.1%
29 2
 
< 0.1%
28 1
 
< 0.1%
27 5
 
< 0.1%
26 1
 
< 0.1%
25 11
 
< 0.1%
24 12
 
< 0.1%

DEF_60_CNT_SOCIAL_CIRCLE
Real number (ℝ)

High correlation  Zeros 

Distinct10
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros280721
Zeros (%)91.3%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:03.129412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile24
Maximumnan
Rangenan
Interquartile range (IQR)0

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T04:00:03.321772image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
2 1
 
< 0.1%
3 1
 
< 0.1%
4 1
 
< 0.1%
5 1
 
< 0.1%
6 1
 
< 0.1%
7 1
 
< 0.1%
24 1
 
< 0.1%
(Missing) 307502
> 99.9%
ValueCountFrequency (%)
0 280721
91.3%
1 21841
 
7.1%
2 3170
 
1.0%
3 598
 
0.2%
4 135
 
< 0.1%
5 20
 
< 0.1%
6 3
 
< 0.1%
7 1
 
< 0.1%
24 1
 
< 0.1%
nan 1021
 
0.3%
ValueCountFrequency (%)
nan 1021
 
0.3%
24 1
 
< 0.1%
7 1
 
< 0.1%
6 3
 
< 0.1%
5 20
 
< 0.1%
4 135
 
< 0.1%
3 598
 
0.2%
2 3170
 
1.0%
1 21841
 
7.1%
0 280721
91.3%

DAYS_LAST_PHONE_CHANGE
Real number (ℝ)

Zeros 

Distinct3774
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum-4292
Maximumnan
Zeros37672
Zeros (%)12.3%
Negative269838
Negative (%)87.7%
Memory size0.0 B
2025-05-21T04:00:03.542161image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-4292
5-th percentile-4292
Q1-1543
median-778
Q3-334
95-th percentile0
Maximumnan
Rangenan
Interquartile range (IQR)1209

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)620
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T04:00:03.831232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
-5 1
 
< 0.1%
-2 1
 
< 0.1%
-1 1
 
< 0.1%
-3 1
 
< 0.1%
-392 1
 
< 0.1%
-399 1
 
< 0.1%
-293 1
 
< 0.1%
-6 1
 
< 0.1%
-479 1
 
< 0.1%
Other values (190) 190
 
0.1%
(Missing) 307311
99.9%
ValueCountFrequency (%)
-4292 1
< 0.1%
-4185 1
< 0.1%
-4173 1
< 0.1%
-4153 1
< 0.1%
-4131 1
< 0.1%
-4128 1
< 0.1%
-4121 2
< 0.1%
-4118 1
< 0.1%
-4115 1
< 0.1%
-4092 1
< 0.1%
ValueCountFrequency (%)
-3593 1
 
< 0.1%
-3594 3
< 0.1%
-3595 1
 
< 0.1%
-3596 2
< 0.1%
-3598 3
< 0.1%
-3599 3
< 0.1%
-3601 2
< 0.1%
-3602 1
 
< 0.1%
-3603 1
 
< 0.1%
-3605 1
 
< 0.1%

FLAG_DOCUMENT_2
Real number (ℝ)

Skewed  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.227491 × 10-5
Minimum0
Maximum1
Zeros307498
Zeros (%)> 99.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:04.022879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.006501789
Coefficient of variation (CV)153.79782
Kurtosis23649.692
Mean4.227491 × 10-5
Median Absolute Deviation (MAD)0
Skewness153.79107
Sum13
Variance4.2273261 × 10-5
MonotonicityNot monotonic
2025-05-21T04:00:04.195240image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 307498
> 99.9%
1 13
 
< 0.1%
ValueCountFrequency (%)
1 13
 
< 0.1%
0 307498
> 99.9%

FLAG_DOCUMENT_3
Real number (ℝ)

High correlation  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.71002338
Minimum0
Maximum1
Zeros89171
Zeros (%)29.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:04.360158image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.45375197
Coefficient of variation (CV)0.63906623
Kurtosis-1.1430418
Mean0.71002338
Median Absolute Deviation (MAD)0
Skewness-0.92572038
Sum218340
Variance0.20589085
MonotonicityNot monotonic
2025-05-21T04:00:04.529585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
1 1
 
< 0.1%
0 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 89171
29.0%
1 218340
71.0%
ValueCountFrequency (%)
1 218340
71.0%
0 89171
29.0%

FLAG_DOCUMENT_4
Real number (ℝ)

Skewed  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.1297905 × 10-5
Minimum0
Maximum1
Zeros307486
Zeros (%)> 99.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:04.690925image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0090161832
Coefficient of variation (CV)110.90302
Kurtosis12295.44
Mean8.1297905 × 10-5
Median Absolute Deviation (MAD)0
Skewness110.89382
Sum25
Variance8.129156 × 10-5
MonotonicityNot monotonic
2025-05-21T04:00:04.843422image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 307486
> 99.9%
1 25
 
< 0.1%
ValueCountFrequency (%)
1 25
 
< 0.1%
0 307486
> 99.9%

FLAG_DOCUMENT_5
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.015114906
Minimum0
Maximum1
Zeros302863
Zeros (%)98.5%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:05.003282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.12201022
Coefficient of variation (CV)8.0721785
Kurtosis61.175201
Mean0.015114906
Median Absolute Deviation (MAD)0
Skewness7.9482829
Sum4648
Variance0.014886494
MonotonicityNot monotonic
2025-05-21T04:00:05.155794image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 302863
98.5%
1 4648
 
1.5%
ValueCountFrequency (%)
1 4648
 
1.5%
0 302863
98.5%

FLAG_DOCUMENT_6
Real number (ℝ)

High correlation  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.088055387
Minimum0
Maximum1
Zeros280433
Zeros (%)91.2%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:05.316116image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.28337589
Coefficient of variation (CV)3.2181551
Kurtosis6.4530465
Mean0.088055387
Median Absolute Deviation (MAD)0
Skewness2.9074123
Sum27078
Variance0.080301897
MonotonicityNot monotonic
2025-05-21T04:00:05.469173image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 280433
91.2%
1 27078
 
8.8%
ValueCountFrequency (%)
1 27078
 
8.8%
0 280433
91.2%

FLAG_DOCUMENT_7
Real number (ℝ)

Skewed  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.00019186306
Minimum0
Maximum1
Zeros307452
Zeros (%)> 99.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:05.621097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.013850158
Coefficient of variation (CV)72.187726
Kurtosis5207.051
Mean0.00019186306
Median Absolute Deviation (MAD)0
Skewness72.173756
Sum59
Variance0.00019182687
MonotonicityNot monotonic
2025-05-21T04:00:05.778188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 307452
> 99.9%
1 59
 
< 0.1%
ValueCountFrequency (%)
1 59
 
< 0.1%
0 307452
> 99.9%

FLAG_DOCUMENT_8
Real number (ℝ)

High correlation  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.081375951
Minimum0
Maximum1
Zeros282487
Zeros (%)91.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:05.931877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.27341205
Coefficient of variation (CV)3.359863
Kurtosis7.3772275
Mean0.081375951
Median Absolute Deviation (MAD)0
Skewness3.0622259
Sum25024
Variance0.074754149
MonotonicityNot monotonic
2025-05-21T04:00:06.089840image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 282487
91.9%
1 25024
 
8.1%
ValueCountFrequency (%)
1 25024
 
8.1%
0 282487
91.9%

FLAG_DOCUMENT_9
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0038957956
Minimum0
Maximum1
Zeros306313
Zeros (%)99.6%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:06.241929image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.062294711
Coefficient of variation (CV)15.990241
Kurtosis251.69089
Mean0.0038957956
Median Absolute Deviation (MAD)0
Skewness15.927677
Sum1198
Variance0.003880631
MonotonicityNot monotonic
2025-05-21T04:00:06.396464image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 306313
99.6%
1 1198
 
0.4%
ValueCountFrequency (%)
1 1198
 
0.4%
0 306313
99.6%

FLAG_DOCUMENT_10
Real number (ℝ)

Skewed  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.2763413 × 10-5
Minimum0
Maximum1
Zeros307504
Zeros (%)> 99.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:06.548079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0047710554
Coefficient of variation (CV)209.59314
Kurtosis43925.143
Mean2.2763413 × 10-5
Median Absolute Deviation (MAD)0
Skewness209.58803
Sum7
Variance2.2762969 × 10-5
MonotonicityNot monotonic
2025-05-21T04:00:06.695946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 307504
> 99.9%
1 7
 
< 0.1%
ValueCountFrequency (%)
1 7
 
< 0.1%
0 307504
> 99.9%

FLAG_DOCUMENT_11
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0039120552
Minimum0
Maximum1
Zeros306308
Zeros (%)99.6%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:06.842642image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.062424063
Coefficient of variation (CV)15.956846
Kurtosis250.62404
Mean0.0039120552
Median Absolute Deviation (MAD)0
Skewness15.894151
Sum1203
Variance0.0038967637
MonotonicityNot monotonic
2025-05-21T04:00:06.992535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 306308
99.6%
1 1203
 
0.4%
ValueCountFrequency (%)
1 1203
 
0.4%
0 306308
99.6%

FLAG_DOCUMENT_12
Real number (ℝ)

Skewed  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.5038324 × 10-6
Minimum0
Maximum1
Zeros307509
Zeros (%)> 99.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:07.145600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0025502571
Coefficient of variation (CV)392.11605
Kurtosis153750.5
Mean6.5038324 × 10-6
Median Absolute Deviation (MAD)0
Skewness392.11287
Sum2
Variance6.5038112 × 10-6
MonotonicityNot monotonic
2025-05-21T04:00:07.809005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 307509
> 99.9%
1 2
 
< 0.1%
ValueCountFrequency (%)
1 2
 
< 0.1%
0 307509
> 99.9%

FLAG_DOCUMENT_13
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0035250772
Minimum0
Maximum1
Zeros306427
Zeros (%)99.6%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:07.954964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.059267718
Coefficient of variation (CV)16.813169
Kurtosis278.68527
Mean0.0035250772
Median Absolute Deviation (MAD)0
Skewness16.753664
Sum1084
Variance0.0035126624
MonotonicityNot monotonic
2025-05-21T04:00:08.104251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 306427
99.6%
1 1084
 
0.4%
ValueCountFrequency (%)
1 1084
 
0.4%
0 306427
99.6%

FLAG_DOCUMENT_14
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0029364803
Minimum0
Maximum1
Zeros306608
Zeros (%)99.7%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:08.261845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.054109767
Coefficient of variation (CV)18.426743
Kurtosis335.54669
Mean0.0029364803
Median Absolute Deviation (MAD)0
Skewness18.372444
Sum903
Variance0.0029278669
MonotonicityNot monotonic
2025-05-21T04:00:08.410554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 306608
99.7%
1 903
 
0.3%
ValueCountFrequency (%)
1 903
 
0.3%
0 306608
99.7%

FLAG_DOCUMENT_15
Real number (ℝ)

Skewed  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0012097128
Minimum0
Maximum1
Zeros307139
Zeros (%)99.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:08.560939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.034759939
Coefficient of variation (CV)28.734042
Kurtosis821.64368
Mean0.0012097128
Median Absolute Deviation (MAD)0
Skewness28.699193
Sum372
Variance0.0012082533
MonotonicityNot monotonic
2025-05-21T04:00:08.712642image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 307139
99.9%
1 372
 
0.1%
ValueCountFrequency (%)
1 372
 
0.1%
0 307139
99.9%

FLAG_DOCUMENT_16
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0099281001
Minimum0
Maximum1
Zeros304458
Zeros (%)99.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:08.860094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.099144162
Coefficient of variation (CV)9.986217
Kurtosis95.734233
Mean0.0099281001
Median Absolute Deviation (MAD)0
Skewness9.8860626
Sum3053
Variance0.0098295649
MonotonicityNot monotonic
2025-05-21T04:00:09.017005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 304458
99.0%
1 3053
 
1.0%
ValueCountFrequency (%)
1 3053
 
1.0%
0 304458
99.0%

FLAG_DOCUMENT_17
Real number (ℝ)

Skewed  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.00026665713
Minimum0
Maximum1
Zeros307429
Zeros (%)> 99.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:09.165546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.016327489
Coefficient of variation (CV)61.230273
Kurtosis3745.1344
Mean0.00026665713
Median Absolute Deviation (MAD)0
Skewness61.213842
Sum82
Variance0.00026658689
MonotonicityNot monotonic
2025-05-21T04:00:09.320286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 307429
> 99.9%
1 82
 
< 0.1%
ValueCountFrequency (%)
1 82
 
< 0.1%
0 307429
> 99.9%

FLAG_DOCUMENT_18
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0081297905
Minimum0
Maximum1
Zeros305011
Zeros (%)99.2%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:09.470066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.089798236
Coefficient of variation (CV)11.045578
Kurtosis118.0126
Mean0.0081297905
Median Absolute Deviation (MAD)0
Skewness10.955026
Sum2500
Variance0.0080637232
MonotonicityNot monotonic
2025-05-21T04:00:09.624434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 305011
99.2%
1 2500
 
0.8%
ValueCountFrequency (%)
1 2500
 
0.8%
0 305011
99.2%

FLAG_DOCUMENT_19
Real number (ℝ)

Skewed  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.00059510066
Minimum0
Maximum1
Zeros307328
Zeros (%)99.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:09.773552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.024387465
Coefficient of variation (CV)40.980403
Kurtosis1675.3886
Mean0.00059510066
Median Absolute Deviation (MAD)0
Skewness40.955935
Sum183
Variance0.00059474845
MonotonicityNot monotonic
2025-05-21T04:00:09.922829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 307328
99.9%
1 183
 
0.1%
ValueCountFrequency (%)
1 183
 
0.1%
0 307328
99.9%

FLAG_DOCUMENT_20
Real number (ℝ)

Skewed  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.00050729893
Minimum0
Maximum1
Zeros307355
Zeros (%)99.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:10.074619image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02251762
Coefficient of variation (CV)44.387282
Kurtosis1966.2249
Mean0.00050729893
Median Absolute Deviation (MAD)0
Skewness44.36468
Sum156
Variance0.00050704322
MonotonicityNot monotonic
2025-05-21T04:00:10.232482image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 307355
99.9%
1 156
 
0.1%
ValueCountFrequency (%)
1 156
 
0.1%
0 307355
99.9%

FLAG_DOCUMENT_21
Real number (ℝ)

Skewed  Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.00033494737
Minimum0
Maximum1
Zeros307408
Zeros (%)> 99.9%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:10.383954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.018298532
Coefficient of variation (CV)54.631066
Kurtosis2980.544
Mean0.00033494737
Median Absolute Deviation (MAD)0
Skewness54.612673
Sum103
Variance0.00033483627
MonotonicityNot monotonic
2025-05-21T04:00:10.534649image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
(Missing) 307509
> 99.9%
ValueCountFrequency (%)
0 307408
> 99.9%
1 103
 
< 0.1%
ValueCountFrequency (%)
1 103
 
< 0.1%
0 307408
> 99.9%

AMT_REQ_CREDIT_BUREAU_HOUR
Real number (ℝ)

Zeros 

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros264366
Zeros (%)86.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:10.680934image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile4
Maximumnan
Rangenan
Interquartile range (IQR)0

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T04:00:10.843221image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
2 1
 
< 0.1%
3 1
 
< 0.1%
4 1
 
< 0.1%
(Missing) 307506
> 99.9%
ValueCountFrequency (%)
0 264366
86.0%
1 1560
 
0.5%
2 56
 
< 0.1%
3 9
 
< 0.1%
4 1
 
< 0.1%
nan 41519
 
13.5%
ValueCountFrequency (%)
nan 41519
 
13.5%
4 1
 
< 0.1%
3 9
 
< 0.1%
2 56
 
< 0.1%
1 1560
 
0.5%
0 264366
86.0%

AMT_REQ_CREDIT_BUREAU_DAY
Real number (ℝ)

Zeros 

Distinct10
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros264503
Zeros (%)86.0%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:11.006413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile9
Maximumnan
Rangenan
Interquartile range (IQR)0

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T04:00:11.157797image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
2 1
 
< 0.1%
3 1
 
< 0.1%
4 1
 
< 0.1%
5 1
 
< 0.1%
6 1
 
< 0.1%
9 1
 
< 0.1%
8 1
 
< 0.1%
(Missing) 307502
> 99.9%
ValueCountFrequency (%)
0 264503
86.0%
1 1292
 
0.4%
2 106
 
< 0.1%
3 45
 
< 0.1%
4 26
 
< 0.1%
5 9
 
< 0.1%
6 8
 
< 0.1%
8 1
 
< 0.1%
9 2
 
< 0.1%
nan 41519
 
13.5%
ValueCountFrequency (%)
nan 41519
 
13.5%
9 2
 
< 0.1%
8 1
 
< 0.1%
6 8
 
< 0.1%
5 9
 
< 0.1%
4 26
 
< 0.1%
3 45
 
< 0.1%
2 106
 
< 0.1%
1 1292
 
0.4%
0 264503
86.0%

AMT_REQ_CREDIT_BUREAU_WEEK
Real number (ℝ)

Zeros 

Distinct10
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros257456
Zeros (%)83.7%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:11.313713image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile8
Maximumnan
Rangenan
Interquartile range (IQR)0

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T04:00:11.482201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
2 1
 
< 0.1%
3 1
 
< 0.1%
4 1
 
< 0.1%
6 1
 
< 0.1%
5 1
 
< 0.1%
8 1
 
< 0.1%
7 1
 
< 0.1%
(Missing) 307502
> 99.9%
ValueCountFrequency (%)
0 257456
83.7%
1 8208
 
2.7%
2 199
 
0.1%
3 58
 
< 0.1%
4 34
 
< 0.1%
5 10
 
< 0.1%
6 20
 
< 0.1%
7 2
 
< 0.1%
8 5
 
< 0.1%
nan 41519
 
13.5%
ValueCountFrequency (%)
nan 41519
 
13.5%
8 5
 
< 0.1%
7 2
 
< 0.1%
6 20
 
< 0.1%
5 10
 
< 0.1%
4 34
 
< 0.1%
3 58
 
< 0.1%
2 199
 
0.1%
1 8208
 
2.7%
0 257456
83.7%

AMT_REQ_CREDIT_BUREAU_MON
Real number (ℝ)

Zeros 

Distinct25
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros222233
Zeros (%)72.3%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:11.663080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile27
Maximumnan
Rangenan
Interquartile range (IQR)0

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T04:00:11.841334image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
2 1
 
< 0.1%
3 1
 
< 0.1%
4 1
 
< 0.1%
5 1
 
< 0.1%
6 1
 
< 0.1%
7 1
 
< 0.1%
9 1
 
< 0.1%
8 1
 
< 0.1%
Other values (14) 14
 
< 0.1%
(Missing) 307487
> 99.9%
ValueCountFrequency (%)
0 222233
72.3%
1 33147
 
10.8%
2 5386
 
1.8%
3 1991
 
0.6%
4 1076
 
0.3%
5 602
 
0.2%
6 343
 
0.1%
7 298
 
0.1%
8 185
 
0.1%
9 206
 
0.1%
ValueCountFrequency (%)
nan 41519
13.5%
27 1
 
< 0.1%
24 1
 
< 0.1%
23 1
 
< 0.1%
22 1
 
< 0.1%
19 3
 
< 0.1%
18 6
 
< 0.1%
17 14
 
< 0.1%
16 23
 
< 0.1%
15 35
 
< 0.1%

AMT_REQ_CREDIT_BUREAU_QRT
Real number (ℝ)

Zeros 

Distinct12
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros215417
Zeros (%)70.1%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:12.002008image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile261
Maximumnan
Rangenan
Interquartile range (IQR)0

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T04:00:12.163844image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
2 1
 
< 0.1%
3 1
 
< 0.1%
4 1
 
< 0.1%
5 1
 
< 0.1%
6 1
 
< 0.1%
8 1
 
< 0.1%
7 1
 
< 0.1%
19 1
 
< 0.1%
(Missing) 307500
> 99.9%
ValueCountFrequency (%)
0 215417
70.1%
1 33862
 
11.0%
2 14412
 
4.7%
3 1717
 
0.6%
4 476
 
0.2%
5 64
 
< 0.1%
6 28
 
< 0.1%
7 7
 
< 0.1%
8 7
 
< 0.1%
19 1
 
< 0.1%
ValueCountFrequency (%)
nan 41519
13.5%
261 1
 
< 0.1%
19 1
 
< 0.1%
8 7
 
< 0.1%
7 7
 
< 0.1%
6 28
 
< 0.1%
5 64
 
< 0.1%
4 476
 
0.2%
3 1717
 
0.6%
2 14412
 
4.7%

AMT_REQ_CREDIT_BUREAU_YEAR
Real number (ℝ)

Zeros 

Distinct26
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Meannan
Minimum0
Maximumnan
Zeros71801
Zeros (%)23.3%
Negative0
Negative (%)0.0%
Memory size0.0 B
2025-05-21T04:00:12.337094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q33
95-th percentile25
Maximumnan
Rangenan
Interquartile range (IQR)3

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)1
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2025-05-21T04:00:12.522953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
2 1
 
< 0.1%
3 1
 
< 0.1%
4 1
 
< 0.1%
5 1
 
< 0.1%
6 1
 
< 0.1%
7 1
 
< 0.1%
8 1
 
< 0.1%
9 1
 
< 0.1%
Other values (15) 15
 
< 0.1%
(Missing) 307486
> 99.9%
ValueCountFrequency (%)
0 71801
23.3%
1 63405
20.6%
2 50192
16.3%
3 33628
10.9%
4 20714
 
6.7%
5 12052
 
3.9%
6 6967
 
2.3%
7 3869
 
1.3%
8 2127
 
0.7%
9 1096
 
0.4%
ValueCountFrequency (%)
nan 41519
13.5%
25 1
 
< 0.1%
23 1
 
< 0.1%
22 1
 
< 0.1%
21 1
 
< 0.1%
20 1
 
< 0.1%
19 4
 
< 0.1%
18 4
 
< 0.1%
17 7
 
< 0.1%
16 3
 
< 0.1%

Correlations

2025-05-21T04:00:12.850585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
SK_ID_CURRTARGETCNT_CHILDRENAMT_INCOME_TOTALAMT_CREDITAMT_ANNUITYAMT_GOODS_PRICEREGION_POPULATION_RELATIVEDAYS_BIRTHDAYS_EMPLOYEDDAYS_REGISTRATIONDAYS_ID_PUBLISHOWN_CAR_AGEFLAG_MOBILFLAG_EMP_PHONEFLAG_WORK_PHONEFLAG_CONT_MOBILEFLAG_PHONEFLAG_EMAILCNT_FAM_MEMBERSREGION_RATING_CLIENTREGION_RATING_CLIENT_W_CITYHOUR_APPR_PROCESS_STARTREG_REGION_NOT_LIVE_REGIONREG_REGION_NOT_WORK_REGIONLIVE_REGION_NOT_WORK_REGIONREG_CITY_NOT_LIVE_CITYREG_CITY_NOT_WORK_CITYLIVE_CITY_NOT_WORK_CITYEXT_SOURCE_1EXT_SOURCE_2EXT_SOURCE_3APARTMENTS_AVGBASEMENTAREA_AVGYEARS_BEGINEXPLUATATION_AVGYEARS_BUILD_AVGCOMMONAREA_AVGELEVATORS_AVGENTRANCES_AVGFLOORSMAX_AVGFLOORSMIN_AVGLANDAREA_AVGLIVINGAPARTMENTS_AVGLIVINGAREA_AVGNONLIVINGAPARTMENTS_AVGNONLIVINGAREA_AVGAPARTMENTS_MODEBASEMENTAREA_MODEYEARS_BEGINEXPLUATATION_MODEYEARS_BUILD_MODECOMMONAREA_MODEELEVATORS_MODEENTRANCES_MODEFLOORSMAX_MODEFLOORSMIN_MODELANDAREA_MODELIVINGAPARTMENTS_MODELIVINGAREA_MODENONLIVINGAPARTMENTS_MODENONLIVINGAREA_MODEAPARTMENTS_MEDIBASEMENTAREA_MEDIYEARS_BEGINEXPLUATATION_MEDIYEARS_BUILD_MEDICOMMONAREA_MEDIELEVATORS_MEDIENTRANCES_MEDIFLOORSMAX_MEDIFLOORSMIN_MEDILANDAREA_MEDILIVINGAPARTMENTS_MEDILIVINGAREA_MEDINONLIVINGAPARTMENTS_MEDINONLIVINGAREA_MEDITOTALAREA_MODEOBS_30_CNT_SOCIAL_CIRCLEDEF_30_CNT_SOCIAL_CIRCLEOBS_60_CNT_SOCIAL_CIRCLEDEF_60_CNT_SOCIAL_CIRCLEDAYS_LAST_PHONE_CHANGEFLAG_DOCUMENT_2FLAG_DOCUMENT_3FLAG_DOCUMENT_4FLAG_DOCUMENT_5FLAG_DOCUMENT_6FLAG_DOCUMENT_7FLAG_DOCUMENT_8FLAG_DOCUMENT_9FLAG_DOCUMENT_10FLAG_DOCUMENT_11FLAG_DOCUMENT_12FLAG_DOCUMENT_13FLAG_DOCUMENT_14FLAG_DOCUMENT_15FLAG_DOCUMENT_16FLAG_DOCUMENT_17FLAG_DOCUMENT_18FLAG_DOCUMENT_19FLAG_DOCUMENT_20FLAG_DOCUMENT_21AMT_REQ_CREDIT_BUREAU_HOURAMT_REQ_CREDIT_BUREAU_DAYAMT_REQ_CREDIT_BUREAU_WEEKAMT_REQ_CREDIT_BUREAU_MONAMT_REQ_CREDIT_BUREAU_QRTAMT_REQ_CREDIT_BUREAU_YEAR
SK_ID_CURR1.0000.0150.007-0.016-0.011-0.022-0.0140.0090.000-0.007-0.0010.022-0.002NaN-0.002-0.0040.013-0.007-0.0050.005-0.004-0.0010.001-0.011-0.0020.004-0.000-0.0030.011-0.0090.006-0.021-0.022-0.014-0.011-0.011-0.008-0.0170.001-0.019-0.010-0.009-0.021-0.0180.006-0.003-0.021-0.015-0.012-0.012-0.008-0.0150.002-0.020-0.012-0.008-0.020-0.0180.0010.001-0.020-0.013-0.011-0.011-0.007-0.0160.004-0.017-0.009-0.008-0.020-0.0160.0050.000-0.015-0.0010.034-0.0010.026-0.002NaN-0.018-0.015-0.013-0.000-0.0050.015-0.0190.0020.004-0.0110.004-0.0110.013-0.003-0.0050.0220.009-0.0010.009-0.003-0.004-0.002-0.007-0.014-0.008
TARGET0.0151.000-0.014-0.050-0.0130.006-0.024-0.0140.0480.0540.0080.0300.053NaN0.0140.0150.008-0.0130.005-0.0180.0560.064-0.017-0.011-0.008-0.0010.0010.0120.004-0.129-0.120-0.147-0.036-0.018-0.026-0.028-0.020-0.041-0.009-0.051-0.032-0.006-0.034-0.040-0.017-0.021-0.032-0.011-0.025-0.026-0.017-0.038-0.007-0.052-0.030-0.004-0.031-0.038-0.011-0.019-0.034-0.017-0.027-0.028-0.019-0.039-0.009-0.051-0.032-0.006-0.032-0.039-0.016-0.020-0.0380.0300.0220.0290.0250.016NaN0.052-0.002-0.013-0.0080.015-0.014-0.000-0.002-0.006-0.002-0.0290.005-0.003-0.020-0.003-0.0100.0090.002-0.0040.0070.0180.013-0.0020.0050.033
CNT_CHILDREN0.007-0.0141.000-0.022-0.020-0.016-0.024-0.0280.200-0.0690.145-0.1070.003NaN0.155-0.017-0.009-0.037-0.0070.8840.0170.019-0.025-0.0060.0060.009-0.0030.0170.022-0.1010.0040.003-0.011-0.0070.0150.016-0.010-0.010-0.000-0.010-0.0130.001-0.007-0.006-0.0050.006-0.003-0.0040.0170.018-0.008-0.0070.004-0.007-0.0090.006-0.001-0.003-0.0040.007-0.011-0.0070.0140.015-0.009-0.010-0.000-0.010-0.0120.003-0.007-0.006-0.0060.006-0.0060.016-0.0180.016-0.019-0.002NaN0.020-0.008-0.029-0.0980.0040.012-0.003-0.008-0.014-0.008-0.007-0.0180.0060.0280.0220.0040.000-0.004-0.004-0.005-0.0080.006-0.012-0.026-0.049
AMT_INCOME_TOTAL-0.016-0.050-0.0221.0000.3900.4620.3930.142-0.083-0.0880.035-0.006-0.199NaN0.084-0.018-0.0370.0520.091-0.031-0.265-0.2900.0730.0780.1440.1380.0270.0390.0360.1210.190-0.0690.1220.0570.0580.0570.0820.180-0.0030.1940.127-0.0600.1190.1390.0620.0960.1000.0270.0510.0510.0600.164-0.0230.1850.116-0.0780.0980.1110.0390.0580.1170.0500.0580.0570.0790.174-0.0070.1900.124-0.0620.1150.1350.0530.0830.135-0.073-0.055-0.073-0.054-0.027NaN-0.097-0.009-0.008-0.0450.0190.1860.0200.005-0.0100.0160.0750.0450.0200.015-0.0090.0130.0210.0040.0040.006-0.0030.0070.0630.0100.028
AMT_CREDIT-0.011-0.013-0.0200.3901.0000.8140.9860.076-0.189-0.073-0.016-0.017-0.089NaN-0.009-0.0320.0240.0480.0060.026-0.101-0.1090.0340.0120.0270.036-0.011-0.012-0.0070.1660.1130.0290.0490.0360.0190.0210.0310.076-0.0030.0830.053-0.0330.0440.0580.0310.0410.0390.0250.0160.0200.0220.069-0.0060.0820.049-0.0370.0350.0480.0190.0280.0470.0330.0170.0200.0290.074-0.0040.0830.052-0.0320.0430.0560.0250.0350.058-0.022-0.017-0.022-0.018-0.046NaN0.097-0.013-0.0250.0300.0000.0700.010-0.008-0.0030.0140.0620.0570.0350.044-0.0160.0360.0370.045-0.0030.0030.0060.0010.0590.005-0.049
AMT_ANNUITY-0.0220.006-0.0160.4620.8141.0000.8130.090-0.130-0.074-0.002-0.009-0.095NaN0.019-0.0320.0180.0480.0630.027-0.135-0.1510.0300.0250.0540.056-0.010-0.007-0.0040.1410.1100.0140.0630.0340.0230.0230.0430.100-0.0100.1090.073-0.0340.0580.0760.0370.0450.0490.0180.0190.0210.0320.092-0.0180.1060.070-0.0430.0460.0610.0230.0290.0600.0300.0210.0230.0420.098-0.0110.1080.072-0.0350.0550.0750.0310.0390.071-0.043-0.019-0.043-0.017-0.047NaN0.084-0.014-0.0160.0040.0010.1220.033-0.011-0.0350.0080.0230.0340.013-0.006-0.012-0.0030.0280.036-0.0040.0150.0080.0150.0520.0150.004
AMT_GOODS_PRICE-0.014-0.024-0.0240.3930.9860.8131.0000.080-0.194-0.078-0.015-0.021-0.097NaN-0.010-0.0120.0180.0580.0020.025-0.102-0.1090.0400.0150.0280.038-0.010-0.009-0.0030.1790.1200.0370.0530.0380.0270.0290.0340.081-0.0030.0890.056-0.0290.0480.0630.0370.0480.0420.0270.0240.0280.0260.073-0.0060.0880.052-0.0340.0380.0530.0230.0340.0510.0350.0250.0280.0330.079-0.0040.0890.056-0.0280.0470.0610.0310.0420.062-0.023-0.017-0.023-0.017-0.050NaN0.073-0.012-0.0180.0280.0010.0630.010-0.0070.0000.0140.0610.0560.0320.042-0.0160.0350.0370.046-0.0020.0040.0060.0020.0540.007-0.052
REGION_POPULATION_RELATIVE0.009-0.014-0.0280.1420.0760.0900.0801.000-0.0520.004-0.0440.036-0.150NaN-0.002-0.007-0.0270.0720.043-0.027-0.495-0.4800.1810.0100.0840.112-0.0000.0030.0150.1260.222-0.0400.1320.044-0.079-0.0800.0330.191-0.0150.1890.183-0.1200.1280.1290.0730.1060.1030.002-0.088-0.0880.0080.171-0.0400.1740.165-0.1320.1010.1010.0440.0650.1260.035-0.080-0.0810.0290.183-0.0200.1840.177-0.1220.1220.1240.0660.0920.112-0.0340.009-0.0330.0070.003NaN-0.101-0.0020.0030.0040.0000.1010.0360.0070.038-0.0080.0440.0340.0020.009-0.0010.0150.009-0.008-0.0030.002-0.007-0.0040.059-0.015-0.014
DAYS_BIRTH0.0000.0480.200-0.083-0.189-0.130-0.194-0.0521.0000.0960.2160.1210.013NaN0.3400.0710.000-0.0600.0250.1200.0270.0260.0350.0210.0450.0370.0640.0900.072-0.537-0.153-0.148-0.022-0.0120.0020.002-0.006-0.042-0.002-0.042-0.025-0.002-0.021-0.029-0.017-0.026-0.019-0.0090.0030.0030.000-0.0390.002-0.037-0.0200.002-0.015-0.023-0.012-0.021-0.021-0.0080.0020.002-0.005-0.0410.000-0.041-0.024-0.002-0.020-0.028-0.018-0.026-0.0320.0540.0310.0530.0250.137NaN0.0230.013-0.019-0.2330.0030.0280.015-0.0050.046-0.0060.0150.0320.0080.0190.0080.0200.0060.0080.016-0.0000.005-0.003-0.017-0.020-0.052
DAYS_EMPLOYED-0.0070.054-0.069-0.088-0.073-0.074-0.0780.0040.0961.0000.0210.0510.038NaN-0.388-0.059-0.001-0.0340.008-0.093-0.013-0.0040.0170.0380.0360.0250.0440.0400.022-0.087-0.092-0.102-0.003-0.014-0.000-0.001-0.0080.004-0.0270.0080.007-0.013-0.002-0.015-0.012-0.010-0.002-0.014-0.003-0.004-0.0110.003-0.0280.0070.007-0.011-0.003-0.017-0.010-0.006-0.003-0.0130.001-0.001-0.0080.004-0.0270.0070.006-0.012-0.001-0.016-0.010-0.010-0.0070.0010.0020.001-0.0070.144NaN-0.071-0.001-0.0060.212-0.011-0.025-0.0030.0060.025-0.015-0.0110.0190.0040.0200.0120.0160.0070.014-0.010-0.0060.026-0.001-0.0390.018-0.012
DAYS_REGISTRATION-0.0010.0080.1450.035-0.016-0.002-0.015-0.0440.2160.0211.0000.024-0.042NaN0.108-0.002-0.013-0.0990.0170.1380.0780.057-0.032-0.0030.0130.015-0.0110.0390.041-0.135-0.072-0.0460.030-0.0060.1690.1690.0400.032-0.0480.0560.0250.0130.0270.0260.0550.0510.029-0.0010.1630.1670.0370.037-0.0400.0590.0230.0130.0270.0260.0590.0530.032-0.0060.1680.1690.0410.035-0.0450.0580.0250.0130.0280.0280.0580.0540.0390.0340.0180.0330.0220.078NaN0.011-0.015-0.022-0.0780.0090.024-0.0030.0100.0100.0070.0210.0010.0100.016-0.0010.001-0.005-0.002-0.0150.007-0.003-0.013-0.0110.008-0.011
DAYS_ID_PUBLISH0.0220.030-0.107-0.006-0.017-0.009-0.0210.0360.1210.0510.0241.000-0.008NaN0.107-0.0100.016-0.0300.014-0.110-0.042-0.0500.0160.0210.0230.0200.0240.0220.014-0.055-0.040-0.124-0.008-0.005-0.008-0.0090.006-0.007-0.014-0.001-0.005-0.033-0.007-0.0090.0110.002-0.008-0.004-0.009-0.0100.007-0.008-0.014-0.001-0.007-0.030-0.008-0.0090.0130.002-0.008-0.006-0.008-0.0090.007-0.009-0.015-0.002-0.006-0.031-0.007-0.0090.0120.003-0.0070.0100.0220.0090.0240.094NaN0.0050.002-0.004-0.080-0.0010.0060.023-0.0050.024-0.012-0.0060.0040.001-0.0010.0180.0090.0100.0100.0000.012-0.006-0.012-0.021-0.003-0.011
OWN_CAR_AGE-0.0020.0530.003-0.199-0.089-0.095-0.097-0.1500.0130.038-0.042-0.0081.000NaN-0.030-0.0310.017-0.064-0.033-0.0050.1850.176-0.124-0.028-0.042-0.040-0.0020.0050.009-0.119-0.135-0.000-0.087-0.045-0.077-0.075-0.042-0.110-0.017-0.123-0.103-0.002-0.083-0.103-0.047-0.070-0.076-0.032-0.074-0.073-0.035-0.107-0.007-0.123-0.1000.004-0.073-0.090-0.039-0.057-0.085-0.042-0.075-0.074-0.042-0.109-0.017-0.123-0.1030.000-0.083-0.101-0.044-0.066-0.0980.0090.0090.0090.020-0.030NaN0.044-0.0130.0180.021-0.013-0.044-0.009-0.000-0.010-0.006-0.122-0.009-0.0640.021-0.0020.005-0.018-0.0220.0050.0050.004-0.006-0.024-0.0190.027
FLAG_MOBILNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1.000NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
FLAG_EMP_PHONE-0.0020.0140.1550.084-0.0090.019-0.010-0.0020.340-0.3880.1080.107-0.030NaN1.0000.118-0.014-0.0330.0220.120-0.024-0.0250.0250.0010.0590.0560.0190.0960.090-0.201-0.012-0.0500.0070.003-0.011-0.0140.0010.0020.014-0.003-0.0000.0110.0070.0020.0050.0020.0070.002-0.010-0.0130.0070.0030.015-0.0000.0010.0090.0090.0050.0050.0020.0070.002-0.011-0.0130.0030.0020.014-0.0020.0010.0120.0070.0030.0030.005-0.0020.014-0.0020.0130.0050.018NaN0.1030.002-0.021-0.5740.0040.0910.0160.0020.0190.0020.0270.0080.0120.0180.0030.0150.0060.0080.004-0.010-0.022-0.0010.022-0.019-0.031
FLAG_WORK_PHONE-0.0040.015-0.017-0.018-0.032-0.032-0.012-0.0070.071-0.059-0.002-0.010-0.031NaN0.1181.0000.0280.318-0.0670.000-0.011-0.0020.0370.0530.0400.0280.0700.0980.085-0.0260.003-0.048-0.0060.0020.0100.011-0.012-0.0050.012-0.0150.001-0.006-0.005-0.007-0.0040.005-0.0000.0050.0130.012-0.0080.0020.019-0.0120.0030.0000.000-0.0000.0040.018-0.0050.0020.0090.011-0.010-0.0040.012-0.0160.000-0.006-0.004-0.0050.0000.008-0.008-0.016-0.002-0.015-0.005-0.057NaN-0.007-0.0050.039-0.0680.0020.0160.014-0.0050.158-0.0050.000-0.0180.0080.001-0.0070.0490.0230.022-0.008-0.016-0.019-0.004-0.005-0.021-0.058
FLAG_CONT_MOBILE0.0130.008-0.009-0.0370.0240.0180.018-0.0270.000-0.001-0.0130.0160.017NaN-0.0140.0281.0000.009-0.006-0.0150.0110.020-0.005-0.0060.008-0.0010.0110.0140.012-0.020-0.0040.000-0.024-0.020-0.021-0.020-0.002-0.0300.000-0.035-0.013-0.008-0.023-0.029-0.029-0.020-0.018-0.013-0.014-0.015-0.001-0.028-0.000-0.033-0.0070.001-0.018-0.025-0.026-0.018-0.023-0.016-0.023-0.020-0.003-0.0300.001-0.035-0.013-0.005-0.022-0.028-0.030-0.019-0.0210.0200.0100.0190.011-0.051NaN0.0250.0010.0070.0100.001-0.0500.0040.0010.0050.001-0.130-0.0960.004-0.0240.001-0.0100.0010.0020.0010.0050.004-0.0210.0260.0210.044
FLAG_PHONE-0.007-0.013-0.0370.0520.0480.0480.0580.072-0.060-0.034-0.099-0.030-0.064NaN-0.0330.3180.0091.0000.011-0.017-0.114-0.1060.0730.0270.0050.005-0.015-0.0070.0000.0920.082-0.0260.0530.047-0.007-0.0070.0160.0780.0290.0690.057-0.0300.0530.0630.0230.0230.0440.034-0.007-0.0080.0090.0730.0240.0660.055-0.0290.0470.0560.0160.0220.0500.045-0.008-0.0070.0150.0750.0270.0670.056-0.0310.0510.0610.0220.0230.056-0.063-0.018-0.063-0.023-0.077NaN-0.0240.0140.0910.0250.0180.0220.0260.0140.027-0.0060.0250.0050.0260.0010.0050.0100.0140.0110.0010.0120.0000.0200.0190.004-0.022
FLAG_EMAIL-0.0050.005-0.0070.0910.0060.0630.0020.0430.0250.0080.0170.014-0.033NaN0.022-0.067-0.0060.0111.000-0.018-0.069-0.0620.0080.0050.0050.007-0.017-0.016-0.0160.0520.009-0.0700.0390.0320.0140.0140.0240.0520.0020.0590.064-0.0100.0370.0450.0030.0050.0360.0210.0130.0130.0190.052-0.0010.0590.061-0.0160.0360.0410.0020.0010.0390.0290.0140.0140.0230.0520.0020.0590.063-0.0100.0380.0450.0040.0050.047-0.021-0.015-0.020-0.010-0.005NaN-0.011-0.0040.003-0.0020.0070.0270.023-0.004-0.014-0.004-0.011-0.008-0.009-0.012-0.005-0.0180.001-0.005-0.0060.008-0.0160.0190.0620.0350.070
CNT_FAM_MEMBERS0.005-0.0180.884-0.0310.0260.0270.025-0.0270.120-0.0930.138-0.110-0.005NaN0.1200.000-0.015-0.017-0.0181.0000.0290.031-0.031-0.010-0.007-0.003-0.0070.0120.021-0.0500.0150.023-0.015-0.0100.0230.023-0.009-0.011-0.001-0.011-0.0150.011-0.013-0.005-0.0030.003-0.006-0.0060.0240.025-0.006-0.0070.003-0.006-0.0100.017-0.006-0.0010.0010.008-0.015-0.0100.0210.022-0.009-0.011-0.002-0.010-0.0150.012-0.013-0.005-0.0030.005-0.0060.019-0.0120.020-0.014-0.023NaN0.034-0.015-0.030-0.077-0.0070.002-0.008-0.015-0.020-0.004-0.020-0.0260.0030.0230.021-0.003-0.002-0.011-0.0120.003-0.0140.007-0.004-0.019-0.035
REGION_RATING_CLIENT-0.0040.0560.017-0.265-0.101-0.135-0.102-0.4950.027-0.0130.078-0.0420.185NaN-0.024-0.0110.011-0.114-0.0690.0291.0000.913-0.316-0.076-0.183-0.193-0.017-0.039-0.050-0.140-0.3940.025-0.138-0.0300.0140.015-0.061-0.2190.019-0.212-0.1740.178-0.137-0.140-0.047-0.125-0.0970.0250.0270.024-0.024-0.1900.057-0.192-0.1550.209-0.100-0.095-0.004-0.063-0.128-0.0190.0160.015-0.056-0.2060.027-0.205-0.1680.183-0.128-0.131-0.033-0.104-0.1360.0830.0400.0820.048-0.013NaN0.1150.000-0.0050.0270.000-0.139-0.0350.0000.0020.000-0.064-0.052-0.0170.007-0.012-0.004-0.0180.000-0.009-0.005-0.0030.001-0.0440.0250.039
REGION_RATING_CLIENT_W_CITY-0.0010.0640.019-0.290-0.109-0.151-0.109-0.4800.026-0.0040.057-0.0500.176NaN-0.025-0.0020.020-0.106-0.0620.0310.9131.000-0.270-0.074-0.171-0.180-0.010-0.013-0.023-0.132-0.3810.020-0.170-0.055-0.0000.000-0.090-0.2430.007-0.236-0.1880.147-0.169-0.172-0.074-0.132-0.131-0.0030.0110.009-0.056-0.2170.043-0.218-0.1710.175-0.134-0.132-0.037-0.079-0.160-0.0440.0020.001-0.084-0.2320.015-0.229-0.1820.153-0.162-0.163-0.061-0.114-0.1690.0780.0400.0780.046-0.019NaN0.1270.001-0.0090.0210.002-0.146-0.0370.001-0.0060.001-0.070-0.053-0.0150.011-0.011-0.006-0.0170.004-0.008-0.012-0.0020.002-0.0440.0320.040
HOUR_APPR_PROCESS_START0.001-0.017-0.0250.0730.0340.0300.0400.1810.0350.017-0.0320.016-0.124NaN0.0250.037-0.0050.0730.008-0.031-0.316-0.2701.0000.0470.0660.0640.0110.0040.0080.0720.183-0.0330.0780.015-0.010-0.0120.0190.109-0.0080.1090.094-0.0510.0730.0710.0320.0490.064-0.003-0.017-0.0170.0080.100-0.0170.1010.087-0.0580.0640.0560.0190.0320.0760.012-0.011-0.0140.0180.105-0.0100.1070.092-0.0520.0710.0710.0290.0440.066-0.0200.004-0.019-0.0030.002NaN-0.0510.0150.023-0.0140.0070.0360.002-0.013-0.0080.0140.0380.0220.0150.0140.0090.020-0.0010.0040.010-0.0120.0070.0020.012-0.010-0.049
REG_REGION_NOT_LIVE_REGION-0.011-0.011-0.0060.0780.0120.0250.0150.0100.0210.038-0.0030.021-0.028NaN0.0010.053-0.0060.0270.005-0.010-0.076-0.0740.0471.0000.3500.1150.4150.1440.0510.0050.039-0.0260.010-0.002-0.000-0.0000.0130.017-0.0020.0220.006-0.0390.0110.010-0.0020.0130.004-0.010-0.000-0.0010.0060.013-0.0130.0220.003-0.0390.0030.002-0.0100.0070.009-0.004-0.000-0.0000.0120.016-0.0050.0210.003-0.0400.0090.010-0.0030.0090.010-0.023-0.010-0.022-0.0110.009NaN-0.032-0.0010.006-0.0200.0380.0290.004-0.0010.029-0.0010.0030.0010.002-0.012-0.0020.0040.027-0.004-0.002-0.010-0.0090.001-0.005-0.012-0.009
REG_REGION_NOT_WORK_REGION-0.002-0.0080.0060.1440.0270.0540.0280.0840.0450.0360.0130.023-0.042NaN0.0590.0400.0080.0050.005-0.007-0.183-0.1710.0660.3501.0000.8850.1600.3210.279-0.0180.062-0.0430.005-0.0230.0270.0260.0080.027-0.0190.0290.025-0.0270.0080.008-0.0010.0090.007-0.0200.0280.0260.0090.030-0.0160.0310.028-0.0230.0080.012-0.0000.0100.006-0.0230.0270.0260.0070.028-0.0200.0300.025-0.0260.0080.0090.0000.0080.012-0.035-0.013-0.035-0.0180.036NaN-0.039-0.0020.008-0.0350.0150.0550.006-0.0020.013-0.0020.0230.0150.003-0.001-0.0030.003-0.0060.025-0.004-0.011-0.000-0.0090.0000.003-0.022
LIVE_REGION_NOT_WORK_REGION0.004-0.0010.0090.1380.0360.0560.0380.1120.0370.0250.0150.020-0.040NaN0.0560.028-0.0010.0050.007-0.003-0.193-0.1800.0640.1150.8851.0000.0450.2680.311-0.0100.062-0.0410.015-0.0130.0220.0210.0200.036-0.0130.0370.037-0.0220.0180.0170.0080.0150.016-0.0110.0220.0210.0220.037-0.0130.0370.038-0.0200.0170.0180.0050.0140.016-0.0140.0220.0210.0200.036-0.0150.0370.037-0.0220.0180.0170.0080.0140.020-0.030-0.013-0.030-0.0160.033NaN-0.042-0.0020.001-0.032-0.0040.0590.002-0.0020.001-0.0020.0190.0240.0060.002-0.0030.0100.0100.027-0.004-0.0090.002-0.0140.004-0.001-0.017
REG_CITY_NOT_LIVE_CITY-0.0000.001-0.0030.027-0.011-0.010-0.010-0.0000.0640.044-0.0110.024-0.002NaN0.0190.0700.011-0.015-0.017-0.007-0.017-0.0100.0110.4150.1600.0451.0000.3460.136-0.0410.002-0.034-0.037-0.0240.0090.009-0.023-0.035-0.020-0.039-0.031-0.032-0.035-0.038-0.031-0.022-0.035-0.0220.0120.010-0.021-0.034-0.018-0.037-0.030-0.025-0.035-0.036-0.027-0.015-0.036-0.0230.0100.009-0.022-0.034-0.019-0.038-0.031-0.030-0.034-0.038-0.029-0.021-0.037-0.014-0.004-0.015-0.0000.034NaN-0.023-0.002-0.010-0.015-0.0040.0140.001-0.0020.044-0.0020.002-0.015-0.007-0.002-0.003-0.009-0.005-0.007-0.003-0.0160.003-0.001-0.010-0.001-0.015
REG_CITY_NOT_WORK_CITY-0.0030.0120.0170.039-0.012-0.007-0.0090.0030.0900.0400.0390.0220.005NaN0.0960.0980.014-0.007-0.0160.012-0.039-0.0130.0040.1440.3210.2680.3461.0000.880-0.082-0.013-0.024-0.106-0.0610.0280.028-0.057-0.102-0.033-0.110-0.097-0.029-0.106-0.108-0.051-0.027-0.092-0.0470.0310.030-0.052-0.090-0.019-0.102-0.090-0.021-0.096-0.094-0.040-0.010-0.102-0.0590.0290.028-0.055-0.097-0.030-0.106-0.095-0.027-0.103-0.105-0.046-0.021-0.1000.008-0.0050.008-0.0040.032NaN-0.004-0.0040.007-0.0590.0200.015-0.011-0.0040.029-0.004-0.001-0.011-0.015-0.001-0.0050.010-0.0100.0010.009-0.017-0.002-0.003-0.0030.004-0.015
LIVE_CITY_NOT_WORK_CITY0.0110.0040.0220.036-0.007-0.004-0.0030.0150.0720.0220.0410.0140.009NaN0.0900.0850.0120.000-0.0160.021-0.050-0.0230.0080.0510.2790.3110.1360.8801.000-0.069-0.008-0.015-0.086-0.0500.0180.018-0.039-0.093-0.024-0.097-0.083-0.023-0.087-0.092-0.039-0.023-0.073-0.0360.0210.021-0.032-0.083-0.011-0.089-0.076-0.017-0.078-0.078-0.030-0.007-0.083-0.0470.0190.019-0.037-0.089-0.021-0.093-0.081-0.021-0.084-0.090-0.036-0.018-0.0830.011-0.0050.011-0.0030.025NaN-0.006-0.0040.006-0.0580.0210.013-0.009-0.0040.007-0.0040.002-0.005-0.0120.001-0.0050.012-0.0090.0030.010-0.014-0.002-0.003-0.005-0.004-0.015
EXT_SOURCE_1-0.009-0.129-0.1010.1210.1660.1410.1790.126-0.537-0.087-0.135-0.055-0.119NaN-0.201-0.026-0.0200.0920.052-0.050-0.140-0.1320.0720.005-0.018-0.010-0.041-0.082-0.0691.0000.2180.1310.0680.0430.0350.0320.0370.0980.0130.1080.075-0.0110.0650.0890.0520.0740.0540.0240.0300.0280.0260.0900.0020.1010.068-0.0190.0520.0730.0400.0580.0660.0400.0340.0310.0360.0960.0120.1060.073-0.0120.0630.0860.0510.0700.085-0.059-0.027-0.058-0.029-0.101NaN-0.037-0.0050.0080.139-0.007-0.0260.0090.003-0.004-0.0040.0150.0110.017-0.003-0.0120.0040.0160.000-0.0130.009-0.0110.0150.0180.0110.001
EXT_SOURCE_20.006-0.1200.0040.1900.1130.1100.1200.222-0.153-0.092-0.072-0.040-0.135NaN-0.0120.003-0.0040.0820.0090.015-0.394-0.3810.1830.0390.0620.0620.002-0.013-0.0080.2181.0000.0990.0790.0190.0300.0280.0180.135-0.0170.1370.095-0.0640.0740.0870.0370.0630.059-0.0090.0220.022-0.0020.121-0.0360.1270.084-0.0810.0560.0620.0180.0310.0740.0150.0290.0270.0150.130-0.0200.1330.092-0.0660.0700.0830.0300.0520.079-0.043-0.037-0.043-0.038-0.162NaN-0.066-0.0030.026-0.0010.0140.059-0.0000.004-0.0230.0100.0500.026-0.0060.001-0.012-0.0000.0090.0160.018-0.004-0.0270.0020.034-0.004-0.043
EXT_SOURCE_3-0.021-0.1470.003-0.0690.0290.0140.037-0.040-0.148-0.102-0.046-0.124-0.000NaN-0.050-0.0480.000-0.026-0.0700.0230.0250.020-0.033-0.026-0.043-0.041-0.034-0.024-0.0150.1310.0991.000-0.001-0.0050.0240.0270.0070.0050.0020.000-0.0040.021-0.0050.0020.0050.0030.001-0.0010.0230.0270.0110.0080.0040.004-0.0020.020-0.0030.0040.0060.007-0.001-0.0040.0240.0270.0070.0040.0030.002-0.0030.020-0.0050.0000.0050.0010.002-0.029-0.050-0.029-0.049-0.060NaN-0.031-0.0130.0010.0220.000-0.002-0.002-0.014-0.003-0.0020.0080.001-0.0100.011-0.004-0.0090.011-0.0180.009-0.008-0.016-0.045-0.0190.004-0.072
APARTMENTS_AVG-0.022-0.036-0.0110.1220.0490.0630.0530.132-0.022-0.0030.030-0.008-0.087NaN0.007-0.006-0.0240.0530.039-0.015-0.138-0.1700.0780.0100.0050.015-0.037-0.106-0.0860.0680.079-0.0011.0000.7030.4140.4120.5850.7270.5390.7210.5050.4020.9680.9140.2880.2420.9530.6470.4110.4090.5530.7090.4830.7170.4880.3670.9330.8720.2640.2190.9940.6940.4120.4110.5810.7240.5290.7190.5010.3980.9640.9090.2870.2370.895-0.033-0.010-0.035-0.0150.001NaN-0.0730.0110.019-0.0030.0150.070-0.010-0.0030.0230.0150.0360.0070.0150.010-0.0150.0140.015-0.0040.0010.000-0.0050.0070.026-0.012-0.026
BASEMENTAREA_AVG-0.014-0.018-0.0070.0570.0360.0340.0380.044-0.012-0.014-0.006-0.005-0.045NaN0.0030.002-0.0200.0470.032-0.010-0.030-0.0550.015-0.002-0.023-0.013-0.024-0.061-0.0500.0430.019-0.0050.7031.0000.3000.3000.4780.4450.6670.4020.2770.3940.6920.7210.1960.1630.6770.9470.3010.3000.4580.4330.6160.4060.2700.3700.6750.6950.1860.1560.7000.9920.2990.2990.4750.4420.6590.4020.2750.3900.6910.7180.1970.1630.706-0.021-0.013-0.022-0.0150.004NaN-0.0510.013-0.0060.0060.0030.054-0.0070.0000.0200.0160.0370.0060.0160.0130.0070.0150.017-0.005-0.013-0.0170.0020.0030.016-0.007-0.029
YEARS_BEGINEXPLUATATION_AVG-0.011-0.0260.0150.0580.0190.0230.027-0.0790.002-0.0000.169-0.008-0.077NaN-0.0110.010-0.021-0.0070.0140.0230.014-0.000-0.010-0.0000.0270.0220.0090.0280.0180.0350.0300.0240.4140.3001.0000.9900.3520.4890.0670.5880.3680.1920.4070.4780.1060.1140.3860.2710.9800.9770.3300.4880.0420.5860.3570.1630.3870.4480.0910.0910.4140.2950.9960.9880.3510.4930.0640.5920.3680.1890.4080.4770.1070.1120.476-0.010-0.025-0.009-0.0330.013NaN-0.037-0.0080.0040.0140.0040.017-0.008-0.010-0.0010.012-0.002-0.008-0.0060.0020.0130.0130.0160.0020.008-0.003-0.001-0.0150.000-0.002-0.024
YEARS_BUILD_AVG-0.011-0.0280.0160.0570.0210.0230.029-0.0800.002-0.0010.169-0.009-0.075NaN-0.0140.011-0.020-0.0070.0140.0230.0150.000-0.012-0.0000.0260.0210.0090.0280.0180.0320.0280.0270.4120.3000.9901.0000.3520.4880.0690.5850.3700.1940.4090.4750.1080.1120.3840.2720.9730.9870.3300.4860.0430.5820.3580.1650.3880.4460.0930.0920.4110.2950.9880.9980.3510.4910.0660.5890.3700.1910.4100.4740.1090.1100.473-0.010-0.025-0.009-0.0320.014NaN-0.038-0.0080.0040.0150.0040.017-0.007-0.010-0.0000.012-0.004-0.008-0.0070.0040.0130.0120.0150.0020.009-0.0010.000-0.0170.001-0.003-0.024
COMMONAREA_AVG-0.008-0.020-0.0100.0820.0310.0430.0340.033-0.006-0.0080.0400.006-0.042NaN0.001-0.012-0.0020.0160.024-0.009-0.061-0.0900.0190.0130.0080.020-0.023-0.057-0.0390.0370.0180.0070.5850.4780.3520.3521.0000.4860.3370.4890.3490.3220.5900.5840.2520.1770.5580.4450.3490.3500.9610.4800.3050.4880.3410.2970.5700.5620.2380.1680.5830.4740.3500.3510.9960.4870.3320.4910.3480.3190.5890.5820.2520.1760.627-0.007-0.017-0.008-0.0160.012NaN-0.0550.0010.0020.0090.0150.046-0.012-0.0150.0150.0140.024-0.0000.0180.0130.0040.0040.0090.0090.006-0.001-0.0000.0060.022-0.012-0.013
ELEVATORS_AVG-0.017-0.041-0.0100.1800.0760.1000.0810.191-0.0420.0040.032-0.007-0.110NaN0.002-0.005-0.0300.0780.052-0.011-0.219-0.2430.1090.0170.0270.036-0.035-0.102-0.0930.0980.1350.0050.7270.4450.4890.4880.4861.0000.1580.8630.6060.2250.7140.7630.2530.2370.6580.3760.4730.4750.4390.9660.1050.8360.5740.1790.6610.6910.2120.1830.7160.4330.4860.4860.4800.9910.1500.8550.5980.2190.7070.7520.2450.2230.743-0.051-0.024-0.051-0.0290.000NaN-0.089-0.0080.020-0.0060.0140.0910.001-0.0080.0150.0170.0310.0210.0160.0070.0010.0110.029-0.0020.0060.005-0.006-0.0010.040-0.009-0.036
ENTRANCES_AVG0.001-0.009-0.000-0.003-0.003-0.010-0.003-0.015-0.002-0.027-0.048-0.014-0.017NaN0.0140.0120.0000.0290.002-0.0010.0190.007-0.008-0.002-0.019-0.013-0.020-0.033-0.0240.013-0.0170.0020.5390.6670.0670.0690.3370.1581.0000.0760.0570.3910.5290.5720.1450.1150.5350.6460.0790.0760.3380.1480.9470.0900.0620.3810.5260.5690.1530.1360.5390.6670.0660.0680.3350.1560.9910.0770.0570.3900.5300.5720.1510.1220.546-0.0030.010-0.0040.0050.000NaN-0.0190.0160.004-0.006-0.0020.020-0.017-0.0000.0140.0160.0330.0010.0110.006-0.000-0.0030.008-0.011-0.013-0.0110.0150.0100.000-0.008-0.011
FLOORSMAX_AVG-0.019-0.051-0.0100.1940.0830.1090.0890.189-0.0420.0080.056-0.001-0.123NaN-0.003-0.015-0.0350.0690.059-0.011-0.212-0.2360.1090.0220.0290.037-0.039-0.110-0.0970.1080.1370.0000.7210.4020.5880.5850.4890.8630.0761.0000.6890.2150.7070.7520.2650.2580.6670.3430.5710.5710.4460.8390.0270.9750.6550.1710.6660.6980.2220.1990.7120.3900.5860.5840.4840.8570.0670.9940.6820.2090.7020.7440.2570.2430.740-0.057-0.037-0.057-0.0400.006NaN-0.102-0.0050.0210.0050.0150.0970.006-0.0050.0150.0120.0320.0180.0120.0080.0050.0170.0200.0030.0090.009-0.004-0.0040.038-0.008-0.035
FLOORSMIN_AVG-0.010-0.032-0.0130.1270.0530.0730.0560.183-0.0250.0070.025-0.005-0.103NaN-0.0000.001-0.0130.0570.064-0.015-0.174-0.1880.0940.0060.0250.037-0.031-0.097-0.0830.0750.095-0.0040.5050.2770.3680.3700.3490.6060.0570.6891.0000.1700.4950.5370.1830.1480.4680.2380.3580.3610.3240.5970.0270.6760.9810.1430.4650.5010.1560.1110.5000.2690.3670.3690.3460.6040.0510.6860.9960.1680.4910.5330.1770.1370.519-0.047-0.017-0.046-0.0180.014NaN-0.079-0.0010.0170.0030.0190.075-0.002-0.0160.0160.0130.0300.0150.011-0.003-0.0100.0070.0180.0060.0130.009-0.0010.0020.030-0.002-0.027
LANDAREA_AVG-0.009-0.0060.001-0.060-0.033-0.034-0.029-0.120-0.002-0.0130.013-0.033-0.002NaN0.011-0.006-0.008-0.030-0.0100.0110.1780.147-0.051-0.039-0.027-0.022-0.032-0.029-0.023-0.011-0.0640.0210.4020.3940.1920.1940.3220.2250.3910.2150.1701.0000.3970.4220.1290.0640.4030.3910.1990.1990.3320.2300.3790.2210.1730.9620.4020.4230.1410.0850.4050.3960.1930.1940.3240.2290.3920.2180.1720.9950.4000.4250.1370.0750.4100.0160.0120.0160.0200.020NaN0.0370.0080.012-0.0120.008-0.038-0.028-0.006-0.0080.0160.001-0.0230.0020.0070.0020.0000.0110.009-0.004-0.0080.0050.0120.0030.006-0.003
LIVINGAPARTMENTS_AVG-0.021-0.034-0.0070.1190.0440.0580.0480.128-0.021-0.0020.027-0.007-0.083NaN0.007-0.005-0.0230.0530.037-0.013-0.137-0.1690.0730.0110.0080.018-0.035-0.106-0.0870.0650.074-0.0050.9680.6920.4070.4090.5900.7140.5290.7070.4950.3971.0000.8970.2630.2180.9210.6380.4040.4060.5590.6960.4740.7030.4790.3620.9640.8530.2390.1950.9610.6840.4050.4080.5860.7100.5190.7050.4910.3920.9950.8900.2610.2120.873-0.032-0.008-0.033-0.0100.004NaN-0.0720.0100.015-0.0050.0150.074-0.007-0.0030.0230.0150.0350.0120.0140.0140.0020.0150.015-0.0030.001-0.002-0.0050.0060.027-0.013-0.033
LIVINGAREA_AVG-0.018-0.040-0.0060.1390.0580.0760.0630.129-0.029-0.0150.026-0.009-0.103NaN0.002-0.007-0.0290.0630.045-0.005-0.140-0.1720.0710.0100.0080.017-0.038-0.108-0.0920.0890.0870.0020.9140.7210.4780.4750.5840.7630.5720.7520.5370.4220.8971.0000.2790.2290.8670.6600.4730.4700.5510.7430.5140.7450.5180.3820.8610.9500.2540.2020.9080.7120.4760.4740.5800.7590.5630.7510.5330.4160.8930.9940.2770.2240.937-0.036-0.013-0.036-0.0190.004NaN-0.0830.0100.0200.0030.0140.080-0.015-0.0030.0210.0160.0320.0170.0170.0100.0070.0100.0210.0060.003-0.001-0.0020.0070.030-0.007-0.032
NONLIVINGAPARTMENTS_AVG0.006-0.017-0.0050.0620.0310.0370.0370.073-0.017-0.0120.0550.011-0.047NaN0.005-0.004-0.0290.0230.003-0.003-0.047-0.0740.032-0.002-0.0010.008-0.031-0.051-0.0390.0520.0370.0050.2880.1960.1060.1080.2520.2530.1450.2650.1830.1290.2630.2791.0000.7020.2490.1530.0930.0980.2210.2300.1090.2500.1660.1000.2320.2410.9310.6650.2820.1890.1050.1070.2480.2460.1380.2620.1790.1260.2570.2730.9820.6960.297-0.036-0.015-0.036-0.0080.007NaN-0.0270.0150.0050.0080.0030.0270.003-0.0080.0080.0170.0140.0190.018-0.000-0.011-0.0130.003-0.009-0.0140.0050.0080.0060.0270.009-0.003
NONLIVINGAREA_AVG-0.003-0.0210.0060.0960.0410.0450.0480.106-0.026-0.0100.0510.002-0.070NaN0.0020.005-0.0200.0230.0050.003-0.125-0.1320.0490.0130.0090.015-0.022-0.027-0.0230.0740.0630.0030.2420.1630.1140.1120.1770.2370.1150.2580.1480.0640.2180.2290.7021.0000.1930.1060.0920.0970.1380.2050.0710.2320.1270.0230.1830.1770.6520.8950.2330.1550.1130.1110.1710.2270.1080.2550.1440.0590.2120.2210.6900.9750.272-0.033-0.023-0.033-0.0210.014NaN-0.0510.0070.0090.0090.0140.0410.015-0.009-0.0010.0170.0260.0260.0140.002-0.013-0.0050.017-0.017-0.0160.0160.0180.0090.0200.005-0.003
APARTMENTS_MODE-0.021-0.032-0.0030.1000.0390.0490.0420.103-0.019-0.0020.029-0.008-0.076NaN0.007-0.000-0.0180.0440.036-0.006-0.097-0.1310.0640.0040.0070.016-0.035-0.092-0.0730.0540.0590.0010.9530.6770.3860.3840.5580.6580.5350.6670.4680.4030.9210.8670.2490.1931.0000.6860.4050.3960.5650.6890.5440.6950.4720.4090.9500.9020.2690.2390.9610.6780.3840.3830.5590.6650.5370.6700.4670.4040.9260.8730.2590.2060.858-0.023-0.010-0.024-0.016-0.003NaN-0.0620.0110.022-0.0000.0160.058-0.011-0.0020.0260.0150.0330.0010.0160.008-0.0140.0140.016-0.0010.002-0.003-0.0060.0070.023-0.015-0.026
BASEMENTAREA_MODE-0.015-0.011-0.0040.0270.0250.0180.0270.002-0.009-0.014-0.001-0.004-0.032NaN0.0020.005-0.0130.0340.021-0.0060.025-0.003-0.003-0.010-0.020-0.011-0.022-0.047-0.0360.024-0.009-0.0010.6470.9470.2710.2720.4450.3760.6460.3430.2380.3910.6380.6600.1530.1060.6861.0000.2940.2910.4690.4030.6570.3710.2480.4120.6740.7040.1930.1750.6550.9530.2710.2720.4480.3830.6490.3470.2380.3940.6450.6680.1690.1280.656-0.010-0.009-0.011-0.0120.003NaN-0.0380.013-0.0040.0080.0040.036-0.0080.0010.0250.0160.0300.0020.0150.0130.0080.0170.018-0.002-0.011-0.0180.0030.0030.010-0.007-0.026
YEARS_BEGINEXPLUATATION_MODE-0.012-0.0250.0170.0510.0160.0190.024-0.0880.003-0.0030.163-0.009-0.074NaN-0.0100.013-0.014-0.0070.0130.0240.0270.011-0.017-0.0000.0280.0220.0120.0310.0210.0300.0220.0230.4110.3010.9800.9730.3490.4730.0790.5710.3580.1990.4040.4730.0930.0920.4050.2941.0000.9850.3400.4900.0730.5870.3570.1860.3980.4660.0950.1010.4130.2980.9800.9730.3490.4810.0780.5770.3590.1960.4060.4740.0970.0960.473-0.007-0.026-0.006-0.0320.014NaN-0.035-0.0070.0070.0140.0050.012-0.010-0.0100.0010.012-0.001-0.008-0.0050.0010.0140.0140.0130.0030.009-0.004-0.003-0.013-0.003-0.004-0.024
YEARS_BUILD_MODE-0.012-0.0260.0180.0510.0200.0210.028-0.0880.003-0.0040.167-0.010-0.073NaN-0.0130.012-0.015-0.0080.0130.0250.0240.009-0.017-0.0010.0260.0210.0100.0300.0210.0280.0220.0270.4090.3000.9770.9870.3500.4750.0760.5710.3610.1990.4060.4700.0980.0970.3960.2910.9851.0000.3400.4880.0660.5810.3610.1830.4000.4600.1010.1020.4100.2970.9770.9870.3500.4820.0750.5770.3620.1970.4080.4720.1020.1000.469-0.007-0.025-0.007-0.0310.013NaN-0.036-0.0070.0060.0150.0050.014-0.008-0.010-0.0000.012-0.005-0.009-0.0050.0040.0140.0130.0120.0020.009-0.004-0.002-0.016-0.000-0.005-0.023
COMMONAREA_MODE-0.008-0.017-0.0080.0600.0220.0320.0260.0080.000-0.0110.0370.007-0.035NaN0.007-0.008-0.0010.0090.019-0.006-0.024-0.0560.0080.0060.0090.022-0.021-0.052-0.0320.026-0.0020.0110.5530.4580.3300.3300.9610.4390.3380.4460.3240.3320.5590.5510.2210.1380.5650.4690.3400.3401.0000.4590.3380.4610.3290.3370.5790.5740.2510.1870.5590.4620.3290.3290.9660.4490.3410.4500.3250.3330.5650.5560.2360.1570.601-0.002-0.014-0.003-0.0140.012NaN-0.0470.0020.0040.0090.0160.032-0.012-0.0150.0190.0140.024-0.0080.0140.0090.0050.0010.0100.0110.007-0.0030.0000.0060.023-0.012-0.014
ELEVATORS_MODE-0.015-0.038-0.0070.1640.0690.0920.0730.171-0.0390.0030.037-0.008-0.107NaN0.0030.002-0.0280.0730.052-0.007-0.190-0.2170.1000.0130.0300.037-0.034-0.090-0.0830.0900.1210.0080.7090.4330.4880.4860.4800.9660.1480.8390.5970.2300.6960.7430.2300.2050.6890.4030.4900.4880.4591.0000.1350.8510.5870.2100.6800.7190.2210.2030.7070.4250.4870.4860.4780.9750.1440.8410.5950.2270.6950.7410.2310.2050.730-0.044-0.019-0.044-0.027-0.004NaN-0.081-0.0080.022-0.0040.0150.0820.000-0.0080.0190.0170.0290.0150.0150.0030.0020.0100.0260.0000.0080.003-0.009-0.0010.039-0.009-0.035
ENTRANCES_MODE0.002-0.0070.004-0.023-0.006-0.018-0.006-0.0400.002-0.028-0.040-0.014-0.007NaN0.0150.019-0.0000.024-0.0010.0030.0570.043-0.017-0.013-0.016-0.013-0.018-0.019-0.0110.002-0.0360.0040.4830.6160.0420.0430.3050.1050.9470.0270.0270.3790.4740.5140.1090.0710.5440.6570.0730.0660.3380.1351.0000.0640.0500.4080.5190.5700.1540.1480.4940.6260.0410.0430.3080.1070.9570.0290.0300.3840.4810.5230.1200.0900.4950.0060.0120.0060.010-0.000NaN-0.0060.0160.005-0.006-0.0010.009-0.0170.0010.0130.0160.029-0.0010.0100.0030.001-0.0020.011-0.008-0.011-0.0100.0110.010-0.002-0.009-0.009
FLOORSMAX_MODE-0.020-0.052-0.0070.1850.0820.1060.0880.174-0.0370.0070.059-0.001-0.123NaN-0.000-0.012-0.0330.0660.059-0.006-0.192-0.2180.1010.0220.0310.037-0.037-0.102-0.0890.1010.1270.0040.7170.4060.5860.5820.4880.8360.0900.9750.6760.2210.7030.7450.2500.2320.6950.3710.5870.5810.4610.8510.0641.0000.6650.1950.6830.7240.2290.2100.7130.3960.5860.5830.4850.8410.0810.9800.6740.2160.7000.7420.2460.2240.738-0.052-0.035-0.052-0.0390.005NaN-0.097-0.0050.0230.0050.0160.0910.005-0.0050.0180.0130.0340.0180.0110.0070.0060.0170.0180.0040.0100.011-0.004-0.0020.037-0.010-0.036
FLOORSMIN_MODE-0.012-0.030-0.0090.1160.0490.0700.0520.165-0.0200.0070.023-0.007-0.100NaN0.0010.003-0.0070.0550.061-0.010-0.155-0.1710.0870.0030.0280.038-0.030-0.090-0.0760.0680.084-0.0020.4880.2700.3570.3580.3410.5740.0620.6550.9810.1730.4790.5180.1660.1270.4720.2480.3570.3610.3290.5870.0500.6651.0000.1610.4690.5030.1590.1170.4860.2640.3570.3580.3390.5780.0580.6570.9850.1730.4780.5180.1630.1210.502-0.045-0.017-0.045-0.0180.012NaN-0.069-0.0010.0180.0030.0190.068-0.002-0.0160.0110.0130.0300.0150.013-0.002-0.0100.0040.0180.0070.0130.008-0.0050.0020.027-0.000-0.024
LANDAREA_MODE-0.008-0.0040.006-0.078-0.037-0.043-0.034-0.1320.002-0.0110.013-0.0300.004NaN0.0090.0000.001-0.029-0.0160.0170.2090.175-0.058-0.039-0.023-0.020-0.025-0.021-0.017-0.019-0.0810.0200.3670.3700.1630.1650.2970.1790.3810.1710.1430.9620.3620.3820.1000.0230.4090.4120.1860.1830.3370.2100.4080.1950.1611.0000.3990.4300.1480.1020.3760.3770.1640.1650.3030.1900.3870.1770.1470.9670.3700.3910.1190.0500.3780.0220.0140.0220.0210.016NaN0.0420.0090.014-0.0080.009-0.046-0.024-0.005-0.0080.016-0.003-0.0260.0020.0040.0030.0010.0110.011-0.002-0.0110.0070.0110.0010.003-0.005
LIVINGAPARTMENTS_MODE-0.020-0.031-0.0010.0980.0350.0460.0380.101-0.015-0.0030.027-0.008-0.073NaN0.0090.000-0.0180.0470.036-0.006-0.100-0.1340.0640.0030.0080.017-0.035-0.096-0.0780.0520.056-0.0030.9330.6750.3870.3880.5700.6610.5260.6660.4650.4020.9640.8610.2320.1830.9500.6740.3980.4000.5790.6800.5190.6830.4690.3991.0000.8750.2540.2150.9370.6760.3850.3880.5720.6650.5240.6670.4650.4010.9690.8640.2420.1920.843-0.022-0.007-0.023-0.010-0.001NaN-0.0640.0110.016-0.0020.0160.064-0.008-0.0020.0250.0150.0300.0030.0130.0140.0040.0120.016-0.0010.002-0.007-0.0050.0060.026-0.014-0.031
LIVINGAREA_MODE-0.018-0.038-0.0030.1110.0480.0610.0530.101-0.023-0.0170.026-0.009-0.090NaN0.005-0.000-0.0250.0560.041-0.001-0.095-0.1320.0560.0020.0120.018-0.036-0.094-0.0780.0730.0620.0040.8720.6950.4480.4460.5620.6910.5690.6980.5010.4230.8530.9500.2410.1770.9020.7040.4660.4600.5740.7190.5700.7240.5030.4300.8751.0000.2660.2310.8780.6970.4470.4460.5640.7000.5700.7020.5010.4230.8580.9570.2560.1950.905-0.027-0.012-0.028-0.018-0.001NaN-0.0730.0100.0230.0060.0150.065-0.014-0.0020.0260.0160.0310.0060.0150.0080.0060.0120.0220.0090.004-0.004-0.0000.0070.024-0.010-0.032
NONLIVINGAPARTMENTS_MODE0.001-0.011-0.0040.0390.0190.0230.0230.044-0.012-0.0100.0590.013-0.039NaN0.0050.004-0.0260.0160.0020.001-0.004-0.0370.019-0.010-0.0000.005-0.027-0.040-0.0300.0400.0180.0060.2640.1860.0910.0930.2380.2120.1530.2220.1560.1410.2390.2540.9310.6520.2690.1930.0950.1010.2510.2210.1540.2290.1590.1480.2540.2661.0000.7200.2660.1890.0920.0930.2410.2170.1540.2250.1550.1410.2410.2560.9510.6760.283-0.028-0.012-0.027-0.0070.001NaN-0.0140.0150.0050.0090.0040.010-0.001-0.0070.0100.0180.0070.0060.017-0.002-0.010-0.0140.007-0.006-0.0120.0030.0110.0110.0200.007-0.003
NONLIVINGAREA_MODE0.001-0.0190.0070.0580.0280.0290.0340.065-0.021-0.0060.0530.002-0.057NaN0.0020.018-0.0180.0220.0010.008-0.063-0.0790.0320.0070.0100.014-0.015-0.010-0.0070.0580.0310.0070.2190.1560.0910.0920.1680.1830.1360.1990.1110.0850.1950.2020.6650.8950.2390.1750.1010.1020.1870.2030.1480.2100.1170.1020.2150.2310.7201.0000.2250.1610.0910.0920.1720.1920.1400.2030.1120.0880.1990.2080.6840.9270.259-0.025-0.017-0.025-0.0170.010NaN-0.0400.0090.0100.0110.0160.0250.010-0.0080.0050.0170.0210.0170.0160.004-0.012-0.0030.015-0.012-0.0150.0080.0160.0100.0120.002-0.008
APARTMENTS_MEDI-0.020-0.034-0.0110.1170.0470.0600.0510.126-0.021-0.0030.032-0.008-0.085NaN0.007-0.005-0.0230.0500.039-0.015-0.128-0.1600.0760.0090.0060.016-0.036-0.102-0.0830.0660.074-0.0010.9940.7000.4140.4110.5830.7160.5390.7120.5000.4050.9610.9080.2820.2330.9610.6550.4130.4100.5590.7070.4940.7130.4860.3760.9370.8780.2660.2251.0000.6980.4120.4110.5820.7190.5370.7140.4980.4030.9650.9110.2860.2370.888-0.031-0.008-0.033-0.0140.001NaN-0.0690.0110.021-0.0030.0150.066-0.011-0.0030.0240.0150.0360.0040.0150.010-0.0150.0140.015-0.0030.0010.000-0.0040.0060.025-0.013-0.026
BASEMENTAREA_MEDI-0.013-0.017-0.0070.0500.0330.0300.0350.035-0.008-0.013-0.006-0.006-0.042NaN0.0020.002-0.0160.0450.029-0.010-0.019-0.0440.012-0.004-0.023-0.014-0.023-0.059-0.0470.0400.015-0.0040.6940.9920.2950.2950.4740.4330.6670.3900.2690.3960.6840.7120.1890.1550.6780.9530.2980.2970.4620.4250.6260.3960.2640.3770.6760.6970.1890.1610.6981.0000.2940.2950.4740.4340.6670.3910.2680.3940.6880.7150.1940.1620.697-0.018-0.012-0.019-0.0140.006NaN-0.0470.013-0.0050.0070.0030.049-0.0110.0000.0190.0160.0360.0050.0150.0130.0080.0150.018-0.004-0.013-0.0140.0030.0030.016-0.007-0.029
YEARS_BEGINEXPLUATATION_MEDI-0.011-0.0270.0140.0580.0170.0210.025-0.0800.0020.0010.168-0.008-0.075NaN-0.0110.009-0.023-0.0080.0140.0210.0160.002-0.011-0.0000.0270.0220.0100.0290.0190.0340.0290.0240.4120.2990.9960.9880.3500.4860.0660.5860.3670.1930.4050.4760.1050.1130.3840.2710.9800.9770.3290.4870.0410.5860.3570.1640.3850.4470.0920.0910.4120.2941.0000.9900.3510.4920.0630.5920.3680.1890.4060.4770.1060.1110.473-0.009-0.024-0.009-0.0320.014NaN-0.037-0.0080.0040.0140.0040.017-0.009-0.010-0.0010.012-0.001-0.008-0.0060.0010.0130.0130.0120.0020.008-0.0040.000-0.016-0.003-0.001-0.026
YEARS_BUILD_MEDI-0.011-0.0280.0150.0570.0200.0230.028-0.0810.002-0.0010.169-0.009-0.074NaN-0.0130.011-0.020-0.0070.0140.0220.0150.001-0.014-0.0000.0260.0210.0090.0280.0190.0310.0270.0270.4110.2990.9880.9980.3510.4860.0680.5840.3690.1940.4080.4740.1070.1110.3830.2720.9730.9870.3290.4860.0430.5830.3580.1650.3880.4460.0930.0920.4110.2950.9901.0000.3510.4910.0650.5890.3700.1910.4090.4740.1080.1090.471-0.010-0.024-0.009-0.0320.014NaN-0.037-0.0080.0040.0140.0040.018-0.009-0.010-0.0010.012-0.004-0.008-0.0060.0040.0130.0130.0120.0020.009-0.0020.001-0.0170.000-0.003-0.025
COMMONAREA_MEDI-0.007-0.019-0.0090.0790.0290.0420.0330.029-0.005-0.0080.0410.007-0.042NaN0.003-0.010-0.0030.0150.023-0.009-0.056-0.0840.0180.0120.0070.020-0.022-0.055-0.0370.0360.0150.0070.5810.4750.3510.3510.9960.4800.3350.4840.3460.3240.5860.5800.2480.1710.5590.4480.3490.3500.9660.4780.3080.4850.3390.3030.5720.5640.2410.1720.5820.4740.3510.3511.0000.4850.3330.4870.3460.3220.5880.5810.2520.1760.622-0.004-0.015-0.006-0.0150.013NaN-0.0540.0010.0030.0080.0150.044-0.015-0.0150.0160.0140.023-0.0030.0180.0120.0040.0050.0100.0090.006-0.0010.0010.0050.023-0.011-0.014
ELEVATORS_MEDI-0.016-0.039-0.0100.1740.0740.0980.0790.183-0.0410.0040.035-0.009-0.109NaN0.002-0.004-0.0300.0750.052-0.011-0.206-0.2320.1050.0160.0280.036-0.034-0.097-0.0890.0960.1300.0040.7240.4420.4930.4910.4870.9910.1560.8570.6040.2290.7100.7590.2460.2270.6650.3830.4810.4820.4490.9750.1070.8410.5780.1900.6650.7000.2170.1920.7190.4340.4920.4910.4851.0000.1510.8590.6010.2240.7080.7560.2440.2240.742-0.048-0.022-0.048-0.028-0.000NaN-0.087-0.0080.022-0.0060.0140.0880.001-0.0080.0160.0170.0290.0170.0140.0050.0010.0120.024-0.0010.0070.005-0.006-0.0010.040-0.009-0.037
ENTRANCES_MEDI0.004-0.009-0.000-0.007-0.004-0.011-0.004-0.0200.000-0.027-0.045-0.015-0.017NaN0.0140.0120.0010.0270.002-0.0020.0270.015-0.010-0.005-0.020-0.015-0.019-0.030-0.0210.012-0.0200.0030.5290.6590.0640.0660.3320.1500.9910.0670.0510.3920.5190.5630.1380.1080.5370.6490.0780.0750.3410.1440.9570.0810.0580.3870.5240.5700.1540.1400.5370.6670.0630.0650.3330.1511.0000.0680.0520.3930.5250.5700.1470.1220.536-0.0010.010-0.0020.0070.002NaN-0.0160.0160.006-0.007-0.0020.017-0.0200.0000.0140.0160.034-0.0000.0100.0050.000-0.0030.010-0.011-0.013-0.0090.0150.0100.001-0.009-0.012
FLOORSMAX_MEDI-0.017-0.051-0.0100.1900.0830.1080.0890.184-0.0410.0070.058-0.002-0.123NaN-0.002-0.016-0.0350.0670.059-0.010-0.205-0.2290.1070.0210.0300.037-0.038-0.106-0.0930.1060.1330.0020.7190.4020.5920.5890.4910.8550.0770.9940.6860.2180.7050.7510.2620.2550.6700.3470.5770.5770.4500.8410.0290.9800.6570.1770.6670.7020.2250.2030.7140.3910.5920.5890.4870.8590.0681.0000.6830.2120.7020.7470.2560.2440.739-0.055-0.035-0.054-0.0380.005NaN-0.100-0.0050.0230.0040.0160.0950.005-0.0050.0160.0120.0330.0180.0100.0080.0050.0190.0170.0030.0090.011-0.003-0.0030.037-0.008-0.036
FLOORSMIN_MEDI-0.009-0.032-0.0120.1240.0520.0720.0560.177-0.0240.0060.025-0.006-0.103NaN0.0010.000-0.0130.0560.063-0.015-0.168-0.1820.0920.0030.0250.037-0.031-0.095-0.0810.0730.092-0.0030.5010.2750.3680.3700.3480.5980.0570.6820.9960.1720.4910.5330.1790.1440.4670.2380.3590.3620.3250.5950.0300.6740.9850.1470.4650.5010.1550.1120.4980.2680.3680.3700.3460.6010.0520.6831.0000.1710.4900.5310.1760.1350.516-0.046-0.017-0.045-0.0180.013NaN-0.075-0.0010.0180.0020.0190.072-0.003-0.0160.0140.0130.0300.0140.011-0.003-0.0100.0080.0180.0060.0130.009-0.0010.0030.029-0.000-0.026
LANDAREA_MEDI-0.008-0.0060.003-0.062-0.032-0.035-0.028-0.122-0.002-0.0120.013-0.0310.000NaN0.012-0.006-0.005-0.031-0.0100.0120.1830.153-0.052-0.040-0.026-0.022-0.030-0.027-0.021-0.012-0.0660.0200.3980.3900.1890.1910.3190.2190.3900.2090.1680.9950.3920.4160.1260.0590.4040.3940.1960.1970.3330.2270.3840.2160.1730.9670.4010.4230.1410.0880.4030.3940.1890.1910.3220.2240.3930.2120.1711.0000.3960.4220.1350.0740.4060.0170.0110.0170.0190.019NaN0.0380.0080.013-0.0110.008-0.038-0.027-0.006-0.0100.016-0.000-0.0230.0020.0080.0020.0010.0110.009-0.004-0.0080.0050.0120.0020.006-0.001
LIVINGAPARTMENTS_MEDI-0.020-0.032-0.0070.1150.0430.0550.0470.122-0.020-0.0010.028-0.007-0.083NaN0.007-0.004-0.0220.0510.038-0.013-0.128-0.1620.0710.0090.0080.018-0.034-0.103-0.0840.0630.070-0.0050.9640.6910.4080.4100.5890.7070.5300.7020.4910.4000.9950.8930.2570.2120.9260.6450.4060.4080.5650.6950.4810.7000.4780.3700.9690.8580.2410.1990.9650.6880.4060.4090.5880.7080.5250.7020.4900.3961.0000.8930.2600.2130.869-0.030-0.006-0.031-0.0090.006NaN-0.0700.0100.017-0.0060.0160.070-0.009-0.0030.0240.0150.0340.0070.0140.0140.0030.0150.015-0.0030.001-0.003-0.0040.0060.027-0.013-0.033
LIVINGAREA_MEDI-0.016-0.039-0.0060.1350.0560.0750.0610.124-0.028-0.0160.028-0.009-0.101NaN0.003-0.005-0.0280.0610.045-0.005-0.131-0.1630.0710.0100.0090.017-0.038-0.105-0.0900.0860.0830.0000.9090.7180.4770.4740.5820.7520.5720.7440.5330.4250.8900.9940.2730.2210.8730.6680.4740.4720.5560.7410.5230.7420.5180.3910.8640.9570.2560.2080.9110.7150.4770.4740.5810.7560.5700.7470.5310.4220.8931.0000.2770.2250.931-0.034-0.011-0.035-0.0170.003NaN-0.0810.0100.0210.0030.0140.078-0.017-0.0030.0210.0160.0320.0140.0170.0110.0070.0110.0200.0060.003-0.001-0.0000.0080.029-0.008-0.033
NONLIVINGAPARTMENTS_MEDI0.005-0.016-0.0060.0530.0250.0310.0310.066-0.018-0.0100.0580.012-0.044NaN0.0030.000-0.0300.0220.004-0.003-0.033-0.0610.029-0.0030.0000.008-0.029-0.046-0.0360.0510.0300.0050.2870.1970.1070.1090.2520.2450.1510.2570.1770.1370.2610.2770.9820.6900.2590.1690.0970.1020.2360.2310.1200.2460.1630.1190.2420.2560.9510.6840.2860.1940.1060.1080.2520.2440.1470.2560.1760.1350.2600.2771.0000.7070.301-0.035-0.014-0.034-0.0070.003NaN-0.0240.0150.0070.0090.0030.0200.001-0.0080.0100.0170.0100.0080.016-0.002-0.011-0.0130.005-0.008-0.0130.0060.0090.0070.0250.009-0.001
NONLIVINGAREA_MEDI0.000-0.0200.0060.0830.0350.0390.0420.092-0.026-0.0100.0540.003-0.066NaN0.0050.008-0.0190.0230.0050.005-0.104-0.1140.0440.0090.0080.014-0.021-0.021-0.0180.0700.0520.0010.2370.1630.1120.1100.1760.2230.1220.2430.1370.0750.2120.2240.6960.9750.2060.1280.0960.1000.1570.2050.0900.2240.1210.0500.1920.1950.6760.9270.2370.1620.1110.1090.1760.2240.1220.2440.1350.0740.2130.2250.7071.0000.269-0.030-0.020-0.030-0.0190.011NaN-0.0460.0070.0080.0080.0140.0330.012-0.0090.0010.0170.0210.0210.0120.003-0.013-0.0050.017-0.016-0.0160.0130.0170.0100.0170.006-0.001
TOTALAREA_MODE-0.015-0.038-0.0060.1350.0580.0710.0620.112-0.032-0.0070.039-0.007-0.098NaN-0.002-0.008-0.0210.0560.047-0.006-0.136-0.1690.0660.0100.0120.020-0.037-0.100-0.0830.0850.0790.0020.8950.7060.4760.4730.6270.7430.5460.7400.5190.4100.8730.9370.2970.2720.8580.6560.4730.4690.6010.7300.4950.7380.5020.3780.8430.9050.2830.2590.8880.6970.4730.4710.6220.7420.5360.7390.5160.4060.8690.9310.3010.2691.000-0.032-0.018-0.033-0.0210.006NaN-0.0800.0080.0190.0100.0130.071-0.006-0.0050.0190.0160.0350.0200.0130.0090.0100.0140.0180.0090.0030.007-0.0000.0070.030-0.007-0.031
OBS_30_CNT_SOCIAL_CIRCLE-0.0010.0300.016-0.073-0.022-0.043-0.023-0.0340.0540.0010.0340.0100.009NaN0.014-0.0160.020-0.063-0.0210.0190.0830.078-0.020-0.023-0.035-0.030-0.0140.0080.011-0.059-0.043-0.029-0.033-0.021-0.010-0.010-0.007-0.051-0.003-0.057-0.0470.016-0.032-0.036-0.036-0.033-0.023-0.010-0.007-0.007-0.002-0.0440.006-0.052-0.0450.022-0.022-0.027-0.028-0.025-0.031-0.018-0.009-0.010-0.004-0.048-0.001-0.055-0.0460.017-0.030-0.034-0.035-0.030-0.0321.0000.3690.9970.298-0.031NaN0.056-0.008-0.000-0.011-0.006-0.045-0.0120.0120.0020.004-0.015-0.012-0.011-0.001-0.0120.008-0.0060.002-0.0140.003-0.0110.0100.0150.0080.031
DEF_30_CNT_SOCIAL_CIRCLE0.0340.022-0.018-0.055-0.017-0.019-0.0170.0090.0310.0020.0180.0220.009NaN-0.002-0.0020.010-0.018-0.015-0.0120.0400.0400.004-0.010-0.013-0.013-0.004-0.005-0.005-0.027-0.037-0.050-0.010-0.013-0.025-0.025-0.017-0.0240.010-0.037-0.0170.012-0.008-0.013-0.015-0.023-0.010-0.009-0.026-0.025-0.014-0.0190.012-0.035-0.0170.014-0.007-0.012-0.012-0.017-0.008-0.012-0.024-0.024-0.015-0.0220.010-0.035-0.0170.011-0.006-0.011-0.014-0.020-0.0180.3691.0000.3710.845-0.009NaN0.039-0.003-0.014-0.0020.009-0.027-0.001-0.0030.016-0.003-0.018-0.004-0.013-0.009-0.005-0.001-0.008-0.003-0.0060.0070.0010.0010.008-0.0040.036
OBS_60_CNT_SOCIAL_CIRCLE-0.0010.0290.016-0.073-0.022-0.043-0.023-0.0330.0530.0010.0330.0090.009NaN0.013-0.0150.019-0.063-0.0200.0200.0820.078-0.019-0.022-0.035-0.030-0.0150.0080.011-0.058-0.043-0.029-0.035-0.022-0.009-0.009-0.008-0.051-0.004-0.057-0.0460.016-0.033-0.036-0.036-0.033-0.024-0.011-0.006-0.007-0.003-0.0440.006-0.052-0.0450.022-0.023-0.028-0.027-0.025-0.033-0.019-0.009-0.009-0.006-0.048-0.002-0.054-0.0450.017-0.031-0.035-0.034-0.030-0.0330.9970.3711.0000.300-0.030NaN0.056-0.008-0.002-0.011-0.006-0.046-0.0120.0120.0020.005-0.014-0.011-0.010-0.001-0.0120.008-0.0060.002-0.0140.003-0.0120.0110.0140.0080.031
DEF_60_CNT_SOCIAL_CIRCLE0.0260.025-0.019-0.054-0.018-0.017-0.0170.0070.025-0.0070.0220.0240.020NaN0.005-0.0050.011-0.023-0.010-0.0140.0480.046-0.003-0.011-0.018-0.016-0.000-0.004-0.003-0.029-0.038-0.049-0.015-0.015-0.033-0.032-0.016-0.0290.005-0.040-0.0180.020-0.010-0.019-0.008-0.021-0.016-0.012-0.032-0.031-0.014-0.0270.010-0.039-0.0180.021-0.010-0.018-0.007-0.017-0.014-0.014-0.032-0.032-0.015-0.0280.007-0.038-0.0180.019-0.009-0.017-0.007-0.019-0.0210.2980.8450.3001.000-0.013NaN0.036-0.003-0.010-0.0090.012-0.0190.006-0.0030.006-0.003-0.012-0.005-0.021-0.011-0.004-0.005-0.007-0.000-0.0050.0090.004-0.0060.008-0.0060.034
DAYS_LAST_PHONE_CHANGE-0.0020.016-0.002-0.027-0.046-0.047-0.0500.0030.1370.1440.0780.094-0.030NaN0.018-0.057-0.051-0.077-0.005-0.023-0.013-0.0190.0020.0090.0360.0330.0340.0320.025-0.101-0.162-0.0600.0010.0040.0130.0140.0120.0000.0000.0060.0140.0200.0040.0040.0070.014-0.0030.0030.0140.0130.012-0.004-0.0000.0050.0120.016-0.001-0.0010.0010.0100.0010.0060.0140.0140.013-0.0000.0020.0050.0130.0190.0060.0030.0030.0110.006-0.031-0.009-0.030-0.0131.000NaN-0.0510.011-0.032-0.0200.0130.0070.012-0.0060.046-0.0030.0680.0540.0340.0570.0150.0590.0130.005-0.0040.0070.019-0.000-0.044-0.014-0.144
FLAG_DOCUMENT_2NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1.000NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
FLAG_DOCUMENT_3-0.0180.0520.020-0.0970.0970.0840.073-0.1010.023-0.0710.0110.0050.044NaN0.103-0.0070.025-0.024-0.0110.0340.1150.127-0.051-0.032-0.039-0.042-0.023-0.004-0.006-0.037-0.066-0.031-0.073-0.051-0.037-0.038-0.055-0.089-0.019-0.102-0.0790.037-0.072-0.083-0.027-0.051-0.062-0.038-0.035-0.036-0.047-0.081-0.006-0.097-0.0690.042-0.064-0.073-0.014-0.040-0.069-0.047-0.037-0.037-0.054-0.087-0.016-0.100-0.0750.038-0.070-0.081-0.024-0.046-0.0800.0560.0390.0560.036-0.051NaN1.000-0.013-0.155-0.224-0.025-0.665-0.089-0.013-0.107-0.013-0.031-0.0150.0090.015-0.004-0.0070.0110.009-0.0220.0040.0060.0230.0140.0280.052
FLAG_DOCUMENT_4-0.015-0.002-0.008-0.009-0.013-0.014-0.012-0.0020.013-0.001-0.0150.002-0.013NaN0.002-0.0050.0010.014-0.004-0.0150.0000.0010.015-0.001-0.002-0.002-0.002-0.004-0.004-0.005-0.003-0.0130.0110.013-0.008-0.0080.001-0.0080.016-0.005-0.0010.0080.0100.0100.0150.0070.0110.013-0.007-0.0070.002-0.0080.016-0.005-0.0010.0090.0110.0100.0150.0090.0110.013-0.008-0.0080.001-0.0080.016-0.005-0.0010.0080.0100.0100.0150.0070.008-0.008-0.003-0.008-0.0030.011NaN-0.0131.000-0.001-0.002-0.000-0.005-0.001-0.000-0.001-0.000-0.001-0.001-0.001-0.001-0.000-0.001-0.000-0.000-0.000-0.001-0.001-0.0020.016-0.005-0.012
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2025-05-21T04:00:14.152103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
SK_ID_CURRTARGETCNT_CHILDRENAMT_INCOME_TOTALAMT_CREDITAMT_ANNUITYAMT_GOODS_PRICEREGION_POPULATION_RELATIVEDAYS_BIRTHDAYS_EMPLOYEDDAYS_REGISTRATIONDAYS_ID_PUBLISHOWN_CAR_AGEFLAG_MOBILFLAG_EMP_PHONEFLAG_WORK_PHONEFLAG_CONT_MOBILEFLAG_PHONEFLAG_EMAILCNT_FAM_MEMBERSREGION_RATING_CLIENTREGION_RATING_CLIENT_W_CITYHOUR_APPR_PROCESS_STARTREG_REGION_NOT_LIVE_REGIONREG_REGION_NOT_WORK_REGIONLIVE_REGION_NOT_WORK_REGIONREG_CITY_NOT_LIVE_CITYREG_CITY_NOT_WORK_CITYLIVE_CITY_NOT_WORK_CITYEXT_SOURCE_1EXT_SOURCE_2EXT_SOURCE_3APARTMENTS_AVGBASEMENTAREA_AVGYEARS_BEGINEXPLUATATION_AVGYEARS_BUILD_AVGCOMMONAREA_AVGELEVATORS_AVGENTRANCES_AVGFLOORSMAX_AVGFLOORSMIN_AVGLANDAREA_AVGLIVINGAPARTMENTS_AVGLIVINGAREA_AVGNONLIVINGAPARTMENTS_AVGNONLIVINGAREA_AVGAPARTMENTS_MODEBASEMENTAREA_MODEYEARS_BEGINEXPLUATATION_MODEYEARS_BUILD_MODECOMMONAREA_MODEELEVATORS_MODEENTRANCES_MODEFLOORSMAX_MODEFLOORSMIN_MODELANDAREA_MODELIVINGAPARTMENTS_MODELIVINGAREA_MODENONLIVINGAPARTMENTS_MODENONLIVINGAREA_MODEAPARTMENTS_MEDIBASEMENTAREA_MEDIYEARS_BEGINEXPLUATATION_MEDIYEARS_BUILD_MEDICOMMONAREA_MEDIELEVATORS_MEDIENTRANCES_MEDIFLOORSMAX_MEDIFLOORSMIN_MEDILANDAREA_MEDILIVINGAPARTMENTS_MEDILIVINGAREA_MEDINONLIVINGAPARTMENTS_MEDINONLIVINGAREA_MEDITOTALAREA_MODEOBS_30_CNT_SOCIAL_CIRCLEDEF_30_CNT_SOCIAL_CIRCLEOBS_60_CNT_SOCIAL_CIRCLEDEF_60_CNT_SOCIAL_CIRCLEDAYS_LAST_PHONE_CHANGEFLAG_DOCUMENT_2FLAG_DOCUMENT_3FLAG_DOCUMENT_4FLAG_DOCUMENT_5FLAG_DOCUMENT_6FLAG_DOCUMENT_7FLAG_DOCUMENT_8FLAG_DOCUMENT_9FLAG_DOCUMENT_10FLAG_DOCUMENT_11FLAG_DOCUMENT_12FLAG_DOCUMENT_13FLAG_DOCUMENT_14FLAG_DOCUMENT_15FLAG_DOCUMENT_16FLAG_DOCUMENT_17FLAG_DOCUMENT_18FLAG_DOCUMENT_19FLAG_DOCUMENT_20FLAG_DOCUMENT_21AMT_REQ_CREDIT_BUREAU_HOURAMT_REQ_CREDIT_BUREAU_DAYAMT_REQ_CREDIT_BUREAU_WEEKAMT_REQ_CREDIT_BUREAU_MONAMT_REQ_CREDIT_BUREAU_QRTAMT_REQ_CREDIT_BUREAU_YEAR
SK_ID_CURR1.0000.0150.005-0.006-0.007-0.025-0.009-0.0000.0040.002-0.0040.023-0.000NaN-0.001-0.0040.013-0.007-0.0050.003-0.004-0.0010.000-0.011-0.0020.004-0.000-0.0030.011-0.0080.008-0.022-0.014-0.012-0.008-0.014-0.005-0.0090.002-0.022-0.0130.000-0.013-0.0130.0030.012-0.014-0.015-0.001-0.016-0.006-0.0090.001-0.023-0.015-0.002-0.012-0.0140.0010.013-0.012-0.012-0.013-0.014-0.005-0.0080.004-0.021-0.012-0.000-0.012-0.0120.0010.012-0.0130.0020.0340.0020.023-0.002NaN-0.018-0.015-0.013-0.000-0.0050.015-0.0190.0020.004-0.0110.004-0.0110.013-0.003-0.0050.0220.009-0.0010.009-0.0020.001-0.000-0.015-0.013-0.009
TARGET0.0151.000-0.016-0.046-0.022-0.007-0.030-0.0300.046-0.0130.0040.0300.038NaN0.0140.0150.008-0.0130.005-0.0190.0560.064-0.016-0.011-0.008-0.0010.0010.0120.004-0.135-0.137-0.159-0.032-0.021-0.011-0.026-0.018-0.032-0.011-0.049-0.033-0.009-0.032-0.0310.003-0.026-0.027-0.015-0.002-0.023-0.015-0.028-0.009-0.049-0.031-0.008-0.028-0.0290.006-0.024-0.031-0.019-0.014-0.025-0.017-0.031-0.010-0.049-0.033-0.009-0.030-0.0300.004-0.027-0.0330.0280.0190.0280.0240.018NaN0.052-0.002-0.013-0.0080.015-0.014-0.000-0.002-0.006-0.002-0.0290.005-0.003-0.020-0.003-0.0100.0090.002-0.0040.0060.0150.016-0.0060.0130.033
CNT_CHILDREN0.005-0.0161.000-0.008-0.014-0.013-0.019-0.0280.214-0.1420.152-0.1060.003NaN0.143-0.012-0.007-0.031-0.0060.9040.0150.018-0.023-0.0080.0050.008-0.0050.0160.024-0.0890.0070.003-0.0110.0000.0180.022-0.021-0.007-0.003-0.007-0.0100.003-0.007-0.0020.0090.013-0.0050.0010.0150.023-0.020-0.0040.001-0.006-0.0080.005-0.002-0.0010.0130.014-0.011-0.0020.0130.022-0.021-0.008-0.004-0.008-0.0090.004-0.006-0.0020.0110.011-0.0000.014-0.0100.014-0.008-0.004NaN0.022-0.007-0.026-0.0900.0040.012-0.005-0.007-0.015-0.007-0.004-0.0190.0040.0300.025-0.002-0.000-0.005-0.005-0.006-0.0090.005-0.017-0.020-0.042
AMT_INCOME_TOTAL-0.006-0.046-0.0081.0000.3530.4260.3600.226-0.066-0.0620.0240.006-0.128NaN0.062-0.008-0.0500.0450.071-0.018-0.224-0.2360.0500.0570.1140.1120.0180.0200.0210.1080.144-0.0570.1160.0610.0380.0500.0990.159-0.0010.2020.135-0.0250.1120.1310.0270.1110.0990.0430.0230.0460.0870.142-0.0120.1950.127-0.0320.1000.1140.0220.0950.1130.0550.0400.0500.0980.153-0.0040.2010.134-0.0250.1100.1270.0250.1070.133-0.064-0.043-0.064-0.046-0.006NaN-0.092-0.006-0.001-0.0340.0470.1460.0190.000-0.0080.0250.0760.0650.0190.018-0.0070.0410.0120.0000.0220.014-0.0060.0180.0380.004-0.003
AMT_CREDIT-0.007-0.022-0.0140.3531.0000.7520.9880.128-0.1640.008-0.020-0.006-0.084NaN-0.010-0.0210.0220.0510.0050.025-0.112-0.1160.0360.0120.0310.039-0.009-0.016-0.0090.1710.1150.0440.0560.040-0.0010.0210.0460.075-0.0010.1050.077-0.0200.0500.0610.0100.0370.0460.032-0.0080.0210.0400.069-0.0030.1050.073-0.0210.0420.0520.0060.0320.0530.037-0.0010.0200.0460.073-0.0010.1050.076-0.0190.0470.0590.0080.0340.061-0.024-0.013-0.023-0.015-0.039NaN0.068-0.010-0.0210.0230.0030.0680.011-0.0080.0210.0160.0800.0790.0480.067-0.0130.0610.0470.0700.0080.0020.0200.0060.060-0.002-0.059
AMT_ANNUITY-0.025-0.007-0.0130.4260.7521.0000.7580.163-0.115-0.011-0.005-0.001-0.092NaN0.010-0.0230.0180.0570.0660.020-0.145-0.1570.0270.0260.0490.052-0.010-0.013-0.0080.1480.1120.0280.0720.0390.0130.0240.0600.099-0.0060.1340.100-0.0100.0670.0810.0270.0410.0580.0260.0060.0240.0510.088-0.0130.1320.095-0.0140.0550.0670.0230.0320.0680.0360.0140.0240.0600.096-0.0080.1330.099-0.0100.0630.0780.0240.0390.080-0.039-0.017-0.038-0.017-0.037NaN0.051-0.012-0.0080.0050.0080.1150.043-0.009-0.0260.0050.0290.0680.016-0.000-0.0100.0140.0260.0370.0520.0110.0120.0160.0320.014-0.009
AMT_GOODS_PRICE-0.009-0.030-0.0190.3600.9880.7581.0000.126-0.1640.008-0.016-0.008-0.090NaN-0.0100.0050.0180.0630.0020.021-0.113-0.1160.0420.0160.0330.042-0.007-0.012-0.0040.1810.1200.0500.0590.0410.0040.0300.0480.078-0.0000.1110.081-0.0150.0540.0640.0130.0400.0500.033-0.0060.0300.0410.071-0.0010.1110.077-0.0170.0450.0560.0080.0360.0570.0380.0060.0290.0470.075-0.0000.1110.080-0.0150.0510.0630.0100.0380.064-0.024-0.014-0.024-0.016-0.040NaN0.048-0.009-0.0140.0200.0060.0620.009-0.0070.0310.0160.0790.0770.0480.064-0.0130.0640.0470.0730.0110.0010.0210.0070.058-0.002-0.063
REGION_POPULATION_RELATIVE-0.000-0.030-0.0280.2260.1280.1630.1261.000-0.0540.017-0.0740.053-0.092NaN-0.016-0.010-0.0320.1240.055-0.033-0.615-0.5930.2300.0530.1090.139-0.001-0.018-0.0020.1430.236-0.0390.1960.075-0.039-0.0630.1610.285-0.0050.3360.285-0.1100.1800.1880.0340.0940.1540.035-0.024-0.0700.1270.246-0.0330.3170.266-0.1180.1450.1480.0180.0580.1860.068-0.044-0.0630.1590.274-0.0120.3320.281-0.1140.1710.1810.0270.0830.172-0.058-0.010-0.057-0.017-0.005NaN-0.138-0.0030.0060.0090.0070.1450.0510.0030.025-0.0070.0510.0570.0140.008-0.0030.0150.023-0.010-0.0040.010-0.003-0.0050.075-0.020-0.022
DAYS_BIRTH0.0040.0460.214-0.066-0.164-0.115-0.164-0.0541.000-0.4220.2580.1100.018NaN0.4280.078-0.002-0.0610.0250.1450.0200.0190.0390.0200.0520.0440.0600.0970.080-0.541-0.138-0.145-0.018-0.025-0.0040.002-0.007-0.035-0.011-0.038-0.0230.002-0.014-0.0240.003-0.020-0.017-0.020-0.0030.004-0.001-0.033-0.009-0.035-0.0210.003-0.014-0.0200.003-0.014-0.018-0.021-0.0060.002-0.006-0.035-0.010-0.038-0.0230.000-0.015-0.0230.000-0.019-0.0220.0400.0190.0400.0190.129NaN0.0340.011-0.018-0.2920.0040.0370.016-0.0030.044-0.0040.0140.0280.0060.0180.0080.0160.0060.0080.0150.0040.0020.004-0.017-0.016-0.055
DAYS_EMPLOYED0.002-0.013-0.142-0.0620.008-0.0110.0080.017-0.4221.000-0.133-0.1010.017NaN-0.997-0.1180.0130.030-0.021-0.1160.0240.025-0.024-0.000-0.058-0.054-0.017-0.094-0.0880.1970.0020.047-0.014-0.0070.0040.010-0.013-0.003-0.0180.0060.004-0.016-0.014-0.011-0.003-0.008-0.012-0.008-0.0010.009-0.016-0.003-0.0190.0060.004-0.015-0.015-0.010-0.002-0.005-0.014-0.0100.0070.010-0.013-0.003-0.0180.0060.004-0.016-0.014-0.011-0.002-0.008-0.008-0.0100.002-0.010-0.005-0.012NaN-0.104-0.0020.0170.575-0.005-0.090-0.016-0.002-0.018-0.003-0.027-0.008-0.011-0.017-0.003-0.015-0.006-0.008-0.0040.0040.0190.001-0.0230.0140.033
DAYS_REGISTRATION-0.0040.0040.1520.024-0.020-0.005-0.016-0.0740.258-0.1331.0000.018-0.023NaN0.1360.007-0.014-0.0910.0170.1440.0810.059-0.035-0.0010.0140.015-0.0060.0430.042-0.149-0.064-0.0470.0420.0040.1190.1940.0350.023-0.0420.0820.0450.0320.0390.0420.0390.0810.0410.0050.0570.1930.0350.027-0.0360.0820.0410.0310.0370.0410.0360.0800.0430.0040.1360.1940.0360.025-0.0400.0830.0440.0320.0400.0430.0380.0830.0570.0390.0230.0390.0290.080NaN0.010-0.017-0.021-0.0990.0100.027-0.0010.0100.0140.0080.0200.0030.0120.016-0.0030.002-0.003-0.003-0.0140.006-0.003-0.006-0.0190.007-0.019
DAYS_ID_PUBLISH0.0230.030-0.1060.006-0.006-0.001-0.0080.0530.110-0.1010.0181.0000.007NaN0.104-0.0140.014-0.0290.015-0.108-0.042-0.0480.0130.0190.0230.0200.0210.0200.014-0.048-0.044-0.123-0.008-0.006-0.000-0.0100.019-0.005-0.0110.0070.002-0.023-0.009-0.0090.007-0.006-0.008-0.0030.003-0.0110.017-0.007-0.0110.008-0.001-0.021-0.011-0.0110.006-0.008-0.007-0.0040.001-0.0110.019-0.006-0.0120.0060.001-0.022-0.009-0.0090.007-0.005-0.0130.0100.0220.0090.0230.100NaN0.0070.000-0.005-0.080-0.0030.0030.026-0.0060.024-0.010-0.0070.002-0.002-0.0030.0190.0070.0110.009-0.0010.014-0.008-0.008-0.019-0.001-0.003
OWN_CAR_AGE-0.0000.0380.003-0.128-0.084-0.092-0.090-0.0920.0180.017-0.0230.0071.000NaN-0.018-0.0650.011-0.074-0.013-0.0220.0950.094-0.073-0.006-0.021-0.014-0.001-0.0000.001-0.077-0.068-0.032-0.052-0.031-0.027-0.051-0.034-0.063-0.010-0.093-0.071-0.016-0.048-0.058-0.026-0.045-0.046-0.026-0.011-0.049-0.030-0.058-0.007-0.092-0.069-0.016-0.042-0.052-0.023-0.041-0.051-0.029-0.029-0.049-0.034-0.062-0.010-0.092-0.071-0.016-0.048-0.058-0.026-0.043-0.0580.0160.0010.0160.0090.000NaN0.040-0.0070.0160.0150.009-0.0670.006-0.002-0.018-0.005-0.070-0.013-0.0360.002-0.004-0.008-0.013-0.016-0.0010.001-0.001-0.008-0.004-0.023-0.017
FLAG_MOBILNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1.000NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
FLAG_EMP_PHONE-0.0010.0140.1430.062-0.0100.010-0.010-0.0160.428-0.9970.1360.104-0.018NaN1.0000.118-0.014-0.0330.0220.116-0.024-0.0250.0230.0010.0590.0560.0190.0960.090-0.201-0.005-0.0510.0140.007-0.004-0.0100.0140.0040.017-0.005-0.0030.0160.0150.0110.0030.0080.0130.0080.001-0.0090.0170.0040.018-0.005-0.0030.0150.0150.0100.0020.0050.0140.010-0.008-0.0100.0140.0040.017-0.005-0.0020.0160.0140.0110.0020.0080.0080.011-0.0010.0100.0060.017NaN0.1030.002-0.021-0.5740.0040.0910.0160.0020.0190.0020.0270.0080.0120.0180.0030.0150.0060.0080.004-0.009-0.018-0.0000.022-0.013-0.033
FLAG_WORK_PHONE-0.0040.015-0.012-0.008-0.021-0.0230.005-0.0100.078-0.1180.007-0.014-0.065NaN0.1181.0000.0280.318-0.0670.002-0.011-0.0020.0440.0530.0400.0280.0700.0980.085-0.026-0.001-0.0490.004-0.0020.0090.009-0.0080.0050.010-0.0090.0030.0040.0090.0080.0000.0060.0070.0010.0060.009-0.0080.0080.015-0.0080.0050.0080.0090.0110.0030.0080.005-0.0010.0110.009-0.0080.0060.010-0.0090.0030.0040.0100.0100.0020.0060.002-0.007-0.003-0.007-0.004-0.048NaN-0.007-0.0050.039-0.0680.0020.0160.014-0.0050.158-0.0050.000-0.0180.0080.001-0.0070.0490.0230.022-0.008-0.016-0.015-0.0050.001-0.020-0.060
FLAG_CONT_MOBILE0.0130.008-0.007-0.0500.0220.0180.018-0.032-0.0020.013-0.0140.0140.011NaN-0.0140.0281.0000.009-0.006-0.0130.0100.019-0.008-0.0060.008-0.0010.0110.0140.012-0.021-0.0030.000-0.020-0.023-0.015-0.023-0.013-0.0280.002-0.041-0.014-0.012-0.020-0.030-0.025-0.018-0.016-0.017-0.007-0.019-0.010-0.0240.002-0.041-0.010-0.003-0.016-0.026-0.016-0.016-0.017-0.018-0.018-0.023-0.013-0.0250.004-0.042-0.014-0.007-0.019-0.027-0.025-0.016-0.0210.0180.0100.0180.011-0.043NaN0.0250.0010.0070.0100.001-0.0500.0040.0010.0050.001-0.130-0.0960.004-0.0240.001-0.0100.0010.0020.0010.0050.004-0.0190.0180.0200.037
FLAG_PHONE-0.007-0.013-0.0310.0450.0510.0570.0630.124-0.0610.030-0.091-0.029-0.074NaN-0.0330.3180.0091.0000.011-0.014-0.114-0.1040.0800.0270.0050.005-0.015-0.0070.0000.0920.071-0.0250.0530.043-0.006-0.0120.0410.0800.0390.0720.062-0.0130.0570.0630.0020.0160.0460.0360.000-0.0130.0320.0740.0350.0680.060-0.0110.0510.056-0.0030.0120.0520.042-0.009-0.0130.0400.0790.0380.0710.062-0.0140.0570.0620.0010.0130.051-0.051-0.022-0.051-0.024-0.077NaN-0.0240.0140.0910.0250.0180.0220.0260.0140.027-0.0060.0250.0050.0260.0010.0050.0100.0140.0110.0010.0110.0030.0200.0330.009-0.026
FLAG_EMAIL-0.0050.005-0.0060.0710.0050.0660.0020.0550.025-0.0210.0170.015-0.013NaN0.022-0.067-0.0060.0111.000-0.017-0.069-0.0610.0080.0050.0050.007-0.017-0.016-0.0160.0500.008-0.0710.0320.0170.0190.0200.0320.0460.0010.0690.070-0.0030.0280.040-0.0130.0100.0300.0120.0150.0190.0280.044-0.0020.0660.065-0.0020.0290.037-0.0130.0070.0330.0170.0180.0190.0320.0460.0010.0680.069-0.0010.0290.040-0.0130.0100.040-0.012-0.014-0.012-0.012-0.005NaN-0.011-0.0040.003-0.0020.0070.0270.023-0.004-0.014-0.004-0.011-0.008-0.009-0.012-0.005-0.0180.001-0.005-0.0060.008-0.0160.0180.0290.0290.067
CNT_FAM_MEMBERS0.003-0.0190.904-0.0180.0250.0200.021-0.0330.145-0.1160.144-0.108-0.022NaN0.1160.002-0.013-0.014-0.0171.0000.0260.029-0.028-0.011-0.007-0.003-0.0090.0110.022-0.0440.0180.022-0.019-0.0030.0210.027-0.026-0.013-0.007-0.008-0.0140.002-0.015-0.0050.0080.008-0.012-0.0020.0150.028-0.024-0.009-0.003-0.006-0.0100.005-0.011-0.0040.0110.008-0.019-0.0050.0180.026-0.026-0.013-0.008-0.008-0.0130.003-0.014-0.0050.0100.005-0.0040.020-0.0060.020-0.005-0.023NaN0.034-0.014-0.028-0.074-0.0080.003-0.010-0.014-0.020-0.004-0.017-0.0270.0020.0240.023-0.006-0.002-0.011-0.0120.003-0.0160.004-0.018-0.013-0.031
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REGION_RATING_CLIENT_W_CITY-0.0010.0640.018-0.236-0.116-0.157-0.116-0.5930.0190.0250.059-0.0480.094NaN-0.025-0.0020.019-0.104-0.0610.0290.9141.000-0.275-0.072-0.168-0.177-0.010-0.012-0.023-0.132-0.3300.020-0.188-0.062-0.0010.000-0.145-0.2480.004-0.288-0.2340.072-0.181-0.187-0.014-0.121-0.151-0.024-0.0000.006-0.120-0.2170.030-0.273-0.2200.085-0.151-0.1510.001-0.090-0.180-0.054-0.0000.000-0.143-0.2400.010-0.285-0.2320.075-0.175-0.181-0.010-0.113-0.1830.0570.0330.0570.041-0.008NaN0.1240.001-0.0090.0220.002-0.144-0.0360.001-0.0060.001-0.069-0.052-0.0150.011-0.011-0.006-0.0170.004-0.008-0.011-0.005-0.001-0.0670.0320.037
HOUR_APPR_PROCESS_START0.000-0.016-0.0230.0500.0360.0270.0420.2300.039-0.024-0.0350.013-0.073NaN0.0230.044-0.0080.0800.008-0.028-0.320-0.2751.0000.0510.0730.0710.0110.0060.0100.0750.171-0.0350.0900.022-0.017-0.0140.0540.1110.0020.1390.122-0.0280.0830.0850.0240.0540.0760.011-0.017-0.0170.0460.101-0.0040.1310.116-0.0330.0740.0710.0190.0420.0870.022-0.010-0.0150.0530.1080.0010.1380.121-0.0290.0800.0840.0210.0500.076-0.0150.005-0.015-0.002-0.008NaN-0.0480.0160.025-0.0120.0090.0340.004-0.012-0.0060.0130.0400.0230.0130.0140.0070.019-0.0000.0030.012-0.0130.0100.0030.032-0.007-0.047
REG_REGION_NOT_LIVE_REGION-0.011-0.011-0.0080.0570.0120.0260.0160.0530.020-0.000-0.0010.019-0.006NaN0.0010.053-0.0060.0270.005-0.011-0.076-0.0720.0511.0000.3500.1150.4150.1440.0510.0050.032-0.0240.014-0.0000.002-0.0020.0260.027-0.0040.0310.014-0.0270.0130.012-0.009-0.0020.002-0.0050.002-0.0040.0170.016-0.0110.0320.012-0.0270.0010.002-0.009-0.0040.012-0.0020.000-0.0020.0250.025-0.0060.0310.013-0.0270.0120.011-0.009-0.0030.017-0.018-0.007-0.018-0.0070.011NaN-0.032-0.0010.006-0.0200.0380.0290.004-0.0010.029-0.0010.0030.0010.002-0.012-0.0020.0040.027-0.004-0.002-0.010-0.008-0.0010.003-0.015-0.009
REG_REGION_NOT_WORK_REGION-0.002-0.0080.0050.1140.0310.0490.0330.1090.052-0.0580.0140.023-0.021NaN0.0590.0400.0080.0050.005-0.007-0.182-0.1680.0730.3501.0000.8850.1600.3210.279-0.0200.044-0.0410.014-0.0210.0240.0280.0210.036-0.0170.0530.044-0.0170.0120.0200.0090.0190.014-0.0180.0160.0280.0210.037-0.0150.0550.046-0.0150.0110.0210.0110.0240.015-0.0200.0240.0280.0210.036-0.0180.0550.045-0.0170.0130.0210.0100.0200.028-0.033-0.010-0.032-0.0140.037NaN-0.039-0.0020.008-0.0350.0150.0550.006-0.0020.013-0.0020.0230.0150.003-0.001-0.0030.003-0.0060.025-0.004-0.0110.005-0.0040.024-0.001-0.018
LIVE_REGION_NOT_WORK_REGION0.004-0.0010.0080.1120.0390.0520.0420.1390.044-0.0540.0150.020-0.014NaN0.0560.028-0.0010.0050.007-0.003-0.193-0.1770.0710.1150.8851.0000.0450.2680.311-0.0120.044-0.0390.024-0.0140.0200.0230.0380.044-0.0120.0610.056-0.0130.0220.0280.0130.0240.022-0.0120.0140.0230.0370.043-0.0110.0630.058-0.0110.0200.0270.0140.0280.025-0.0140.0210.0230.0380.044-0.0120.0630.058-0.0130.0230.0280.0150.0260.035-0.029-0.010-0.028-0.0120.032NaN-0.042-0.0020.001-0.032-0.0040.0590.002-0.0020.001-0.0020.0190.0240.0060.002-0.0030.0100.0100.027-0.004-0.0090.007-0.0080.027-0.003-0.014
REG_CITY_NOT_LIVE_CITY-0.0000.001-0.0050.018-0.009-0.010-0.007-0.0010.060-0.017-0.0060.021-0.001NaN0.0190.0700.011-0.015-0.017-0.009-0.017-0.0100.0110.4150.1600.0451.0000.3460.136-0.041-0.001-0.033-0.027-0.0220.0080.007-0.017-0.025-0.017-0.031-0.026-0.025-0.029-0.029-0.014-0.020-0.027-0.0190.0070.007-0.018-0.026-0.016-0.028-0.026-0.023-0.030-0.028-0.012-0.020-0.027-0.0210.0070.007-0.016-0.024-0.016-0.030-0.026-0.025-0.029-0.029-0.014-0.019-0.025-0.015-0.005-0.0160.0000.038NaN-0.023-0.002-0.010-0.015-0.0040.0140.001-0.0020.044-0.0020.002-0.015-0.007-0.002-0.003-0.009-0.005-0.007-0.003-0.0160.000-0.002-0.0060.000-0.016
REG_CITY_NOT_WORK_CITY-0.0030.0120.0160.020-0.016-0.013-0.012-0.0180.097-0.0940.0430.020-0.000NaN0.0960.0980.014-0.007-0.0160.011-0.039-0.0120.0060.1440.3210.2680.3461.0000.880-0.084-0.021-0.025-0.084-0.0560.0200.030-0.044-0.077-0.035-0.094-0.089-0.022-0.084-0.080-0.010-0.011-0.075-0.0450.0100.031-0.039-0.068-0.025-0.087-0.084-0.019-0.078-0.070-0.007-0.000-0.081-0.0540.0260.030-0.043-0.074-0.033-0.091-0.087-0.021-0.082-0.078-0.009-0.007-0.0740.008-0.0050.008-0.0030.034NaN-0.004-0.0040.007-0.0590.0200.015-0.011-0.0040.029-0.004-0.001-0.011-0.015-0.001-0.0050.010-0.0100.0010.009-0.0140.004-0.0030.0100.007-0.020
LIVE_CITY_NOT_WORK_CITY0.0110.0040.0240.021-0.009-0.008-0.004-0.0020.080-0.0880.0420.0140.001NaN0.0900.0850.0120.000-0.0160.022-0.050-0.0230.0100.0510.2790.3110.1360.8801.000-0.070-0.017-0.017-0.072-0.0500.0150.023-0.031-0.071-0.029-0.081-0.073-0.019-0.073-0.072-0.008-0.009-0.064-0.0400.0060.024-0.027-0.064-0.020-0.074-0.069-0.015-0.068-0.062-0.0060.002-0.070-0.0480.0210.024-0.030-0.069-0.028-0.078-0.072-0.018-0.071-0.069-0.008-0.004-0.0660.012-0.0060.012-0.0030.027NaN-0.006-0.0040.006-0.0580.0210.013-0.009-0.0040.007-0.0040.002-0.005-0.0120.001-0.0050.012-0.0090.0030.010-0.0110.005-0.0030.0050.001-0.021
EXT_SOURCE_1-0.008-0.135-0.0890.1080.1710.1480.1810.143-0.5410.197-0.149-0.048-0.077NaN-0.201-0.026-0.0210.0920.050-0.044-0.141-0.1320.0750.005-0.020-0.012-0.041-0.084-0.0701.0000.2130.1390.0610.0460.0230.0300.0420.0880.0100.1190.086-0.0050.0560.0770.0180.0630.0500.0320.0130.0270.0330.0790.0020.1130.081-0.0100.0470.0630.0150.0510.0590.0440.0210.0290.0410.0860.0100.1180.085-0.0040.0550.0750.0170.0590.074-0.048-0.028-0.048-0.032-0.108NaN-0.038-0.0040.0090.139-0.008-0.0260.0090.003-0.004-0.0030.0150.0090.017-0.001-0.0110.0040.0160.001-0.0130.006-0.0120.0130.0280.0050.001
EXT_SOURCE_20.008-0.1370.0070.1440.1150.1120.1200.236-0.1380.002-0.064-0.044-0.068NaN-0.005-0.001-0.0030.0710.0080.018-0.339-0.3300.1710.0320.0440.044-0.001-0.021-0.0170.2131.0000.0990.0750.0320.0180.0210.0370.114-0.0060.1430.109-0.0220.0700.0840.0250.0540.0590.0150.0100.0170.0260.100-0.0190.1360.101-0.0310.0560.0660.0190.0380.0710.0290.0200.0210.0380.111-0.0080.1410.108-0.0230.0680.0820.0220.0500.077-0.039-0.031-0.039-0.036-0.169NaN-0.0580.0000.030-0.0070.0130.051-0.0000.005-0.0150.0080.0440.025-0.0130.007-0.0180.0060.0110.0150.015-0.005-0.022-0.0030.0420.004-0.039
EXT_SOURCE_3-0.022-0.1590.003-0.0570.0440.0280.050-0.039-0.1450.047-0.047-0.123-0.032NaN-0.051-0.0490.000-0.025-0.0710.0220.0250.020-0.035-0.024-0.041-0.039-0.033-0.025-0.0170.1390.0991.0000.002-0.0010.0060.025-0.0050.0010.006-0.005-0.0100.017-0.0010.0020.0110.0140.004-0.001-0.0010.025-0.0040.0040.005-0.003-0.0070.015-0.0000.0030.0090.0140.001-0.0020.0090.025-0.0050.0010.006-0.005-0.0090.016-0.0020.0020.0080.0120.001-0.028-0.045-0.028-0.045-0.064NaN-0.031-0.0140.0010.024-0.003-0.002-0.001-0.015-0.001-0.0010.0070.003-0.0080.011-0.006-0.0080.012-0.0160.010-0.006-0.014-0.046-0.018-0.012-0.084
APARTMENTS_AVG-0.014-0.032-0.0110.1160.0560.0720.0590.196-0.018-0.0140.042-0.008-0.052NaN0.0140.004-0.0200.0530.032-0.019-0.160-0.1880.0900.0140.0140.024-0.027-0.084-0.0720.0610.0750.0021.0000.6600.2390.3550.5510.8570.5790.6200.4570.3980.9440.9340.2420.3530.9690.6420.1340.3540.5410.8430.5470.6170.4500.3920.9310.9110.2300.3460.9930.6630.2600.3540.5500.8560.5740.6160.4550.4000.9410.9310.2350.3530.898-0.033-0.011-0.034-0.016-0.001NaN-0.0580.0060.020-0.0160.0120.065-0.006-0.0040.0180.0230.0520.0020.0260.004-0.0110.0060.013-0.003-0.003-0.001-0.0010.0080.027-0.012-0.026
BASEMENTAREA_AVG-0.012-0.0210.0000.0610.0400.0390.0410.075-0.025-0.0070.004-0.006-0.031NaN0.007-0.002-0.0230.0430.017-0.003-0.041-0.0620.022-0.000-0.021-0.014-0.022-0.056-0.0500.0460.032-0.0010.6601.0000.1640.2510.3980.5660.6470.3220.2250.3810.6420.6790.1510.2940.6450.9570.0910.2510.3910.5550.6190.3220.2230.3760.6390.6590.1490.2770.6600.9870.1810.2500.3990.5650.6430.3190.2250.3830.6450.6780.1510.2960.654-0.014-0.013-0.015-0.0150.001NaN-0.0420.0090.009-0.003-0.0000.0390.004-0.0020.0110.0310.0360.0050.0310.0110.0010.0090.015-0.007-0.010-0.0070.0080.0040.013-0.004-0.021
YEARS_BEGINEXPLUATATION_AVG-0.008-0.0110.0180.038-0.0010.0130.004-0.039-0.0040.0040.119-0.000-0.027NaN-0.0040.009-0.015-0.0060.0190.0210.010-0.001-0.0170.0020.0240.0200.0080.0200.0150.0230.0180.0060.2390.1641.0000.6310.1650.2440.0530.3510.2490.1150.2210.2520.0580.1080.2330.1520.9190.6230.1580.2410.0440.3460.2430.1070.2160.2400.0530.0970.2400.1630.8960.6300.1650.2440.0530.3510.2480.1150.2230.2510.0570.1060.2640.002-0.0160.002-0.014-0.004NaN-0.019-0.0030.0060.0050.003-0.001-0.003-0.0050.0030.006-0.001-0.007-0.004-0.0310.0080.0120.0080.0000.004-0.0040.001-0.0050.0030.012-0.014
YEARS_BUILD_AVG-0.014-0.0260.0220.0500.0210.0240.030-0.0630.0020.0100.194-0.010-0.051NaN-0.0100.009-0.023-0.0120.0200.0270.0160.000-0.014-0.0020.0280.0230.0070.0300.0230.0300.0210.0250.3550.2510.6311.0000.2480.3690.0690.5490.3790.1770.3420.3800.0870.1610.3390.2310.3350.9880.2380.3610.0550.5430.3700.1640.3330.3610.0790.1430.3560.2480.6980.9980.2480.3690.0680.5480.3780.1780.3440.3790.0860.1570.391-0.013-0.030-0.013-0.0280.013NaN-0.041-0.0050.0060.0150.0030.020-0.006-0.0080.0030.009-0.007-0.014-0.009-0.0010.0120.0150.011-0.0010.006-0.006-0.000-0.014-0.0030.004-0.027
COMMONAREA_AVG-0.005-0.018-0.0210.0990.0460.0600.0480.161-0.007-0.0130.0350.019-0.034NaN0.014-0.008-0.0130.0410.032-0.026-0.138-0.1450.0540.0260.0210.038-0.017-0.044-0.0310.0420.037-0.0050.5510.3980.1650.2481.0000.5310.3150.4200.2970.2440.5470.5520.1490.2370.5300.3810.0900.2450.9780.5180.2930.4140.2930.2350.5420.5350.1460.2320.5500.3990.1800.2480.9970.5290.3130.4180.2970.2440.5480.5500.1460.2380.563-0.029-0.014-0.029-0.0180.015NaN-0.049-0.002-0.001-0.0040.0310.0460.006-0.0060.0140.0100.0220.0060.0140.017-0.0030.0100.008-0.0030.000-0.006-0.0060.0010.021-0.016-0.012
ELEVATORS_AVG-0.009-0.032-0.0070.1590.0750.0990.0780.285-0.035-0.0030.023-0.005-0.063NaN0.0040.005-0.0280.0800.046-0.013-0.230-0.2480.1110.0270.0360.044-0.025-0.077-0.0710.0880.1140.0010.8570.5660.2440.3690.5311.0000.3950.7000.5280.3120.8210.8920.1710.3090.8220.5360.1330.3640.5140.9750.3600.6920.5160.3010.8070.8570.1630.2900.8540.5650.2670.3680.5300.9960.3890.6960.5250.3130.8230.8880.1690.3070.853-0.044-0.019-0.044-0.023-0.009NaN-0.081-0.0060.022-0.0110.0090.0880.000-0.0060.0200.0250.0470.0140.020-0.001-0.001-0.0020.024-0.0050.002-0.000-0.006-0.0010.038-0.013-0.032
ENTRANCES_AVG0.002-0.011-0.003-0.001-0.001-0.006-0.000-0.005-0.011-0.018-0.042-0.011-0.010NaN0.0170.0100.0020.0390.001-0.0070.0170.0040.002-0.004-0.017-0.012-0.017-0.035-0.0290.010-0.0060.0060.5790.6470.0530.0690.3150.3951.0000.0260.0200.4190.5540.5930.0800.1480.5810.6560.0380.0750.3230.3960.9720.0340.0260.4250.5670.5980.0850.1620.5810.6540.0560.0680.3160.3950.9950.0250.0200.4230.5580.5930.0820.1520.558-0.0060.011-0.0060.003-0.003NaN-0.0050.0310.012-0.011-0.0050.004-0.014-0.0020.0140.0250.0270.0010.0210.004-0.002-0.0010.007-0.004-0.011-0.0130.0050.011-0.005-0.002-0.012
FLOORSMAX_AVG-0.022-0.049-0.0070.2020.1050.1340.1110.336-0.0380.0060.0820.007-0.093NaN-0.005-0.009-0.0410.0720.069-0.008-0.273-0.2880.1390.0310.0530.061-0.031-0.094-0.0810.1190.143-0.0050.6200.3220.3510.5490.4200.7000.0261.0000.7540.1760.5910.6420.1520.3010.5820.2840.1830.5380.3930.673-0.0020.9820.7310.1570.5680.6000.1350.2670.6150.3170.3870.5490.4180.6960.0210.9970.7500.1740.5900.6360.1490.2940.640-0.058-0.039-0.058-0.0400.004NaN-0.108-0.0050.0240.0020.0270.1030.008-0.0050.0120.0080.0420.0190.0170.0030.0020.0160.0190.0050.0070.019-0.002-0.0000.049-0.005-0.032
FLOORSMIN_AVG-0.013-0.033-0.0100.1350.0770.1000.0810.285-0.0230.0040.0450.002-0.071NaN-0.0030.003-0.0140.0620.070-0.014-0.226-0.2340.1220.0140.0440.056-0.026-0.089-0.0730.0860.109-0.0100.4570.2250.2490.3790.2970.5280.0200.7541.0000.1500.4350.4800.1000.1740.4320.1990.1330.3710.2760.5140.0030.7410.9850.1380.4180.4550.0860.1500.4540.2210.2750.3790.2960.5260.0160.7510.9970.1510.4330.4770.0970.1680.470-0.052-0.021-0.052-0.0230.009NaN-0.087-0.0020.0230.0020.0290.0810.001-0.0140.0120.0100.0320.0180.013-0.004-0.0100.0090.0180.0070.0110.015-0.0050.0030.0400.000-0.025
LANDAREA_AVG0.000-0.0090.003-0.025-0.020-0.010-0.015-0.1100.002-0.0160.032-0.023-0.016NaN0.0160.004-0.012-0.013-0.0030.0020.0930.072-0.028-0.027-0.017-0.013-0.025-0.022-0.019-0.005-0.0220.0170.3980.3810.1150.1770.2440.3120.4190.1760.1501.0000.3810.4080.0830.1280.4020.3840.0640.1800.2520.3190.4130.1770.1530.9750.3970.4090.0870.1320.4010.3840.1260.1770.2450.3140.4210.1750.1500.9920.3850.4090.0850.1340.399-0.011-0.003-0.011-0.0020.015NaN0.0070.0020.011-0.0180.004-0.001-0.019-0.005-0.0070.026-0.001-0.0120.0080.011-0.002-0.0020.0150.006-0.004-0.009-0.0030.0120.0210.010-0.015
LIVINGAPARTMENTS_AVG-0.013-0.032-0.0070.1120.0500.0670.0540.180-0.014-0.0140.039-0.009-0.048NaN0.0150.009-0.0200.0570.028-0.015-0.154-0.1810.0830.0130.0120.022-0.029-0.084-0.0730.0560.070-0.0010.9440.6420.2210.3420.5470.8210.5540.5910.4350.3811.0000.8960.2080.3320.9080.6220.1200.3390.5380.8050.5180.5860.4280.3720.9670.8670.1910.3240.9350.6440.2420.3400.5460.8180.5480.5870.4320.3830.9930.8920.1980.3300.860-0.029-0.000-0.029-0.0100.001NaN-0.0590.0060.016-0.0160.0120.068-0.005-0.0040.0150.0220.0510.0090.0240.005-0.0010.0050.012-0.003-0.0030.0000.0020.0070.026-0.012-0.030
LIVINGAREA_AVG-0.013-0.031-0.0020.1310.0610.0810.0640.188-0.024-0.0110.042-0.009-0.058NaN0.0110.008-0.0300.0630.040-0.005-0.159-0.1870.0850.0120.0200.028-0.029-0.080-0.0720.0770.0840.0020.9340.6790.2520.3800.5520.8920.5930.6420.4800.4080.8961.0000.1950.3520.9090.6560.1380.3770.5430.8770.5590.6370.4720.4000.8890.9680.1890.3360.9330.6820.2770.3790.5520.8910.5880.6380.4780.4100.9000.9970.1950.3520.934-0.038-0.014-0.038-0.017-0.001NaN-0.0680.0040.021-0.0120.0090.073-0.007-0.0040.0220.0300.0490.0070.0220.002-0.0010.0020.0150.002-0.001-0.0030.0080.0070.026-0.009-0.030
NONLIVINGAPARTMENTS_AVG0.0030.0030.0090.0270.0100.0270.0130.0340.003-0.0030.0390.007-0.026NaN0.0030.000-0.0250.002-0.0130.008-0.016-0.0140.024-0.0090.0090.013-0.014-0.010-0.0080.0180.0250.0110.2420.1510.0580.0870.1490.1710.0800.1520.1000.0830.2080.1951.0000.3020.2240.1410.0320.0860.1450.1650.0720.1480.0970.0780.1760.1830.9740.2960.2350.1510.0630.0870.1470.1710.0790.1510.0990.0840.1980.1930.9890.3020.198-0.010-0.000-0.009-0.0080.008NaN-0.0080.0020.0070.001-0.0010.012-0.002-0.002-0.0040.0080.0160.0030.020-0.002-0.0030.014-0.003-0.003-0.0030.010-0.004-0.0020.0060.0190.002
NONLIVINGAREA_AVG0.012-0.0260.0130.1110.0370.0410.0400.094-0.020-0.0080.081-0.006-0.045NaN0.0080.006-0.0180.0160.0100.008-0.116-0.1210.054-0.0020.0190.024-0.020-0.011-0.0090.0630.0540.0140.3530.2940.1080.1610.2370.3090.1480.3010.1740.1280.3320.3520.3021.0000.3340.2540.0590.1560.2270.2910.1310.2890.1670.1160.3170.3200.2940.9350.3480.2950.1170.1600.2360.3070.1440.2980.1720.1290.3330.3490.3010.9820.401-0.015-0.011-0.015-0.0110.020NaN-0.054-0.0010.0080.0010.0130.0430.003-0.004-0.0100.0620.0230.0240.0400.016-0.005-0.0010.002-0.010-0.0070.0100.001-0.0050.0220.008-0.007
APARTMENTS_MODE-0.014-0.027-0.0050.0990.0460.0580.0500.154-0.017-0.0120.041-0.008-0.046NaN0.0130.007-0.0160.0460.030-0.012-0.120-0.1510.0760.0020.0140.022-0.027-0.075-0.0640.0500.0590.0040.9690.6450.2330.3390.5300.8220.5810.5820.4320.4020.9080.9090.2240.3341.0000.6660.1370.3470.5440.8470.5870.5950.4380.4130.9390.9330.2290.3570.9750.6530.2550.3380.5310.8270.5820.5790.4320.4060.9150.9100.2270.3400.870-0.027-0.012-0.027-0.017-0.004NaN-0.0470.0070.022-0.0140.0140.051-0.006-0.0030.0160.0240.044-0.0020.0280.005-0.0100.0080.014-0.001-0.002-0.003-0.0050.0090.025-0.011-0.024
BASEMENTAREA_MODE-0.015-0.0150.0010.0430.0320.0260.0330.035-0.020-0.0080.005-0.003-0.026NaN0.0080.001-0.0170.0360.012-0.0020.001-0.0240.011-0.005-0.018-0.012-0.019-0.045-0.0400.0320.015-0.0010.6420.9570.1520.2310.3810.5360.6560.2840.1990.3840.6220.6560.1410.2540.6661.0000.0880.2410.4010.5570.6600.2980.2080.4010.6530.6840.1480.2860.6470.9680.1660.2300.3830.5400.6560.2820.1990.3880.6280.6580.1430.2640.631-0.012-0.013-0.012-0.012-0.001NaN-0.0310.0100.011-0.0000.0010.0240.005-0.0010.0130.0320.0310.0030.0330.0120.0020.0120.016-0.005-0.010-0.0080.0070.0040.011-0.004-0.021
YEARS_BEGINEXPLUATATION_MODE-0.001-0.0020.0150.023-0.0080.006-0.006-0.024-0.003-0.0010.0570.003-0.011NaN0.0010.006-0.0070.0000.0150.0150.008-0.000-0.0170.0020.0160.0140.0070.0100.0060.0130.010-0.0010.1340.0910.9190.3350.0900.1330.0380.1830.1330.0640.1200.1380.0320.0590.1370.0881.0000.3380.0890.1370.0360.1850.1330.0620.1190.1360.0300.0580.1350.0890.7000.3350.0910.1340.0380.1830.1330.0640.1210.1380.0320.0590.1470.006-0.0070.006-0.003-0.010NaN-0.004-0.0010.006-0.0020.002-0.010-0.002-0.0020.0030.0030.001-0.003-0.001-0.0320.0040.0080.0040.0010.003-0.0020.0010.0010.0060.011-0.009
YEARS_BUILD_MODE-0.016-0.0230.0230.0460.0210.0240.030-0.0700.0040.0090.193-0.011-0.049NaN-0.0090.009-0.019-0.0130.0190.0280.0230.006-0.017-0.0040.0280.0230.0070.0310.0240.0270.0170.0250.3540.2510.6230.9880.2450.3640.0750.5380.3710.1800.3390.3770.0860.1560.3470.2410.3381.0000.2420.3640.0700.5420.3710.1730.3400.3690.0810.1480.3560.2480.6910.9880.2460.3660.0740.5380.3700.1820.3430.3770.0860.1540.385-0.011-0.029-0.011-0.0270.012NaN-0.039-0.0050.0070.0160.0040.017-0.007-0.0070.0030.009-0.008-0.015-0.007-0.0010.0120.0160.0090.0000.006-0.009-0.003-0.013-0.0050.002-0.027
COMMONAREA_MODE-0.006-0.015-0.0200.0870.0400.0510.0410.127-0.001-0.0160.0350.017-0.030NaN0.017-0.008-0.0100.0320.028-0.024-0.111-0.1200.0460.0170.0210.037-0.018-0.039-0.0270.0330.026-0.0040.5410.3910.1580.2380.9780.5140.3230.3930.2760.2520.5380.5430.1450.2270.5440.4010.0890.2421.0000.5220.3180.3960.2810.2530.5560.5510.1500.2420.5430.3970.1710.2370.9780.5150.3220.3910.2760.2530.5420.5430.1460.2330.555-0.025-0.012-0.025-0.0150.021NaN-0.043-0.0020.001-0.0030.0320.0370.007-0.0060.0170.0100.0190.0020.0140.016-0.0020.0120.009-0.0020.001-0.008-0.0060.0020.021-0.013-0.011
ELEVATORS_MODE-0.009-0.028-0.0040.1420.0690.0880.0710.246-0.033-0.0030.027-0.007-0.058NaN0.0040.008-0.0240.0740.044-0.009-0.197-0.2170.1010.0160.0370.043-0.026-0.068-0.0640.0790.1000.0040.8430.5550.2410.3610.5180.9750.3960.6730.5140.3190.8050.8770.1650.2910.8470.5570.1370.3640.5221.0000.3960.6810.5140.3220.8210.8800.1640.3010.8480.5580.2650.3600.5180.9800.3960.6710.5130.3210.8110.8780.1650.2940.830-0.037-0.016-0.037-0.021-0.011NaN-0.069-0.0060.024-0.0110.0100.075-0.000-0.0060.0180.0270.0450.0100.021-0.000-0.0000.0000.024-0.0030.003-0.001-0.008-0.0010.036-0.012-0.030
ENTRANCES_MODE0.001-0.0090.001-0.012-0.003-0.013-0.001-0.033-0.009-0.019-0.036-0.011-0.007NaN0.0180.0150.0020.035-0.002-0.0030.0450.030-0.004-0.011-0.015-0.011-0.016-0.025-0.0200.002-0.0190.0050.5470.6190.0440.0550.2930.3600.972-0.0020.0030.4130.5180.5590.0720.1310.5870.6600.0360.0700.3180.3961.0000.0200.0190.4360.5590.5990.0830.1690.5550.6300.0450.0530.2950.3660.976-0.0040.0030.4180.5260.5640.0750.1380.520-0.0010.011-0.0020.005-0.002NaN0.0050.0310.012-0.011-0.004-0.004-0.013-0.0010.0130.0250.026-0.0000.0200.001-0.0020.0000.009-0.002-0.009-0.0120.0010.010-0.005-0.003-0.011
FLOORSMAX_MODE-0.023-0.049-0.0060.1950.1050.1320.1110.317-0.0350.0060.0820.008-0.092NaN-0.005-0.008-0.0410.0680.066-0.006-0.256-0.2730.1310.0320.0550.063-0.028-0.087-0.0740.1130.136-0.0030.6170.3220.3460.5430.4140.6920.0340.9820.7410.1770.5860.6370.1480.2890.5950.2980.1850.5420.3960.6810.0201.0000.7370.1660.5740.6120.1350.2720.6140.3170.3840.5440.4130.6900.0290.9850.7400.1760.5850.6330.1450.2840.632-0.054-0.037-0.054-0.0400.005NaN-0.101-0.0050.0240.0040.0270.0950.007-0.0050.0130.0080.0430.0180.0150.0030.0020.0170.0170.0060.0080.020-0.0030.0000.047-0.005-0.032
FLOORSMIN_MODE-0.015-0.031-0.0080.1270.0730.0950.0770.266-0.0210.0040.041-0.001-0.069NaN-0.0030.005-0.0100.0600.065-0.010-0.210-0.2200.1160.0120.0460.058-0.026-0.084-0.0690.0810.101-0.0070.4500.2230.2430.3700.2930.5160.0260.7310.9850.1530.4280.4720.0970.1670.4380.2080.1330.3710.2810.5140.0190.7371.0000.1470.4220.4590.0870.1550.4480.2200.2700.3710.2920.5160.0220.7310.9880.1540.4280.4700.0950.1650.460-0.050-0.021-0.050-0.0240.009NaN-0.080-0.0020.0230.0020.0290.0740.001-0.0140.0090.0100.0320.0180.014-0.003-0.0090.0070.0190.0080.0120.011-0.0080.0030.0350.002-0.023
LANDAREA_MODE-0.002-0.0080.005-0.032-0.021-0.014-0.017-0.1180.003-0.0150.031-0.021-0.016NaN0.0150.008-0.003-0.011-0.0020.0050.1090.085-0.033-0.027-0.015-0.011-0.023-0.019-0.015-0.010-0.0310.0150.3920.3760.1070.1640.2350.3010.4250.1570.1380.9750.3720.4000.0780.1160.4130.4010.0620.1730.2530.3220.4360.1660.1471.0000.3990.4210.0860.1370.3960.3820.1160.1630.2370.3050.4270.1560.1380.9830.3770.4020.0810.1250.391-0.009-0.001-0.010-0.0010.011NaN0.0100.0030.013-0.0150.005-0.005-0.017-0.004-0.0070.027-0.003-0.0130.0090.011-0.001-0.0010.0150.008-0.004-0.010-0.0020.0130.0170.011-0.014
LIVINGAPARTMENTS_MODE-0.012-0.028-0.0020.1000.0420.0550.0450.145-0.014-0.0150.037-0.011-0.042NaN0.0150.009-0.0160.0510.029-0.011-0.121-0.1510.0740.0010.0110.020-0.030-0.078-0.0680.0470.056-0.0000.9310.6390.2160.3330.5420.8070.5670.5680.4180.3970.9670.8890.1760.3170.9390.6530.1190.3400.5560.8210.5590.5740.4220.3991.0000.8970.1800.3350.9340.6480.2360.3320.5440.8080.5640.5650.4180.3990.9740.8880.1770.3210.848-0.024-0.001-0.024-0.010-0.003NaN-0.0500.0060.016-0.0140.0130.057-0.005-0.0030.0150.0230.042-0.0020.0240.007-0.0010.0050.013-0.002-0.002-0.0010.0000.0080.025-0.012-0.028
LIVINGAREA_MODE-0.014-0.029-0.0010.1140.0520.0670.0560.148-0.020-0.0100.041-0.011-0.052NaN0.0100.011-0.0260.0560.037-0.004-0.118-0.1510.0710.0020.0210.027-0.028-0.070-0.0620.0630.0660.0030.9110.6590.2400.3610.5350.8570.5980.6000.4550.4090.8670.9680.1830.3200.9330.6840.1360.3690.5510.8800.5990.6120.4590.4210.8971.0000.1880.3470.9160.6680.2620.3600.5360.8610.5970.5980.4540.4120.8740.9690.1850.3280.903-0.031-0.013-0.031-0.016-0.002NaN-0.0570.0050.022-0.0100.0110.057-0.006-0.0040.0230.0320.045-0.0000.0220.003-0.0010.0050.0160.004-0.000-0.0060.0030.0090.023-0.008-0.028
NONLIVINGAPARTMENTS_MODE0.0010.0060.0130.0220.0060.0230.0080.0180.003-0.0020.0360.006-0.023NaN0.0020.003-0.016-0.003-0.0130.0110.0000.0010.019-0.0090.0110.014-0.012-0.007-0.0060.0150.0190.0090.2300.1490.0530.0790.1460.1630.0850.1350.0860.0870.1910.1890.9740.2940.2290.1480.0300.0810.1500.1640.0830.1350.0870.0860.1800.1881.0000.3040.2300.1510.0580.0790.1460.1640.0850.1350.0860.0880.1910.1890.9840.2990.194-0.0080.002-0.008-0.0070.004NaN-0.0040.0020.0030.003-0.0010.009-0.002-0.002-0.0050.0080.005-0.0020.021-0.001-0.0020.016-0.002-0.003-0.003-0.001-0.003-0.0010.0040.0200.003
NONLIVINGAREA_MODE0.013-0.0240.0140.0950.0320.0320.0360.058-0.014-0.0050.080-0.008-0.041NaN0.0050.008-0.0160.0120.0070.008-0.081-0.0900.042-0.0040.0240.028-0.020-0.0000.0020.0510.0380.0140.3460.2770.0970.1430.2320.2900.1620.2670.1500.1320.3240.3360.2960.9350.3570.2860.0580.1480.2420.3010.1690.2720.1550.1370.3350.3470.3041.0000.3470.2820.1060.1430.2330.2920.1630.2660.1500.1340.3270.3360.2990.9540.385-0.008-0.011-0.008-0.0120.017NaN-0.044-0.0010.0110.0040.0150.0250.001-0.004-0.0080.0680.0230.0240.0400.007-0.0050.0030.003-0.009-0.006-0.001-0.001-0.0020.0140.009-0.007
APARTMENTS_MEDI-0.012-0.031-0.0110.1130.0530.0680.0570.186-0.018-0.0140.043-0.007-0.051NaN0.0140.005-0.0170.0520.033-0.019-0.151-0.1800.0870.0120.0150.025-0.027-0.081-0.0700.0590.0710.0010.9930.6600.2400.3560.5500.8540.5810.6150.4540.4010.9350.9330.2350.3480.9750.6470.1350.3560.5430.8480.5550.6140.4480.3960.9340.9160.2300.3471.0000.6660.2620.3550.5510.8580.5810.6130.4530.4030.9430.9350.2350.3510.893-0.032-0.011-0.032-0.016-0.001NaN-0.0550.0060.021-0.0160.0120.061-0.007-0.0040.0190.0240.047-0.0010.0250.004-0.0110.0060.013-0.003-0.003-0.000-0.0000.0080.027-0.012-0.025
BASEMENTAREA_MEDI-0.012-0.019-0.0020.0550.0370.0360.0380.068-0.021-0.0100.004-0.004-0.029NaN0.010-0.001-0.0180.0420.017-0.005-0.033-0.0540.022-0.002-0.020-0.014-0.021-0.054-0.0480.0440.029-0.0020.6630.9870.1630.2480.3990.5650.6540.3170.2210.3840.6440.6820.1510.2950.6530.9680.0890.2480.3970.5580.6300.3170.2200.3820.6480.6680.1510.2820.6661.0000.1790.2470.4000.5670.6530.3140.2210.3870.6500.6830.1520.3010.656-0.017-0.016-0.018-0.0150.001NaN-0.0380.0090.009-0.0020.0000.0340.002-0.0010.0100.0310.0350.0040.0320.0110.0010.0100.016-0.006-0.010-0.0060.0090.0040.015-0.004-0.023
YEARS_BEGINEXPLUATATION_MEDI-0.013-0.0140.0130.040-0.0010.0140.006-0.044-0.0060.0070.1360.001-0.029NaN-0.0080.011-0.018-0.0090.0180.0180.012-0.000-0.0100.0000.0240.0210.0070.0260.0210.0210.0200.0090.2600.1810.8960.6980.1800.2670.0560.3870.2750.1260.2420.2770.0630.1170.2550.1660.7000.6910.1710.2650.0450.3840.2700.1160.2360.2620.0580.1060.2620.1791.0000.6990.1800.2680.0540.3890.2750.1260.2440.2760.0630.1150.287-0.000-0.0170.000-0.0180.000NaN-0.022-0.0040.0060.0120.0030.000-0.005-0.0050.0020.007-0.001-0.009-0.006-0.0370.0080.0120.007-0.0000.005-0.0060.000-0.008-0.0020.009-0.010
YEARS_BUILD_MEDI-0.014-0.0250.0220.0500.0200.0240.029-0.0630.0020.0100.194-0.011-0.049NaN-0.0100.009-0.023-0.0130.0190.0260.0160.000-0.015-0.0020.0280.0230.0070.0300.0240.0290.0210.0250.3540.2500.6300.9980.2480.3680.0680.5490.3790.1770.3400.3790.0870.1600.3380.2300.3350.9880.2370.3600.0530.5440.3710.1630.3320.3600.0790.1430.3550.2470.6991.0000.2490.3690.0660.5490.3790.1770.3430.3780.0860.1570.390-0.013-0.029-0.013-0.0290.013NaN-0.041-0.0050.0060.0150.0030.021-0.008-0.0080.0020.009-0.007-0.015-0.009-0.0010.0120.0160.009-0.0010.006-0.0060.000-0.014-0.0040.004-0.028
COMMONAREA_MEDI-0.005-0.017-0.0210.0980.0460.0600.0470.159-0.006-0.0130.0360.019-0.034NaN0.014-0.008-0.0130.0400.032-0.026-0.136-0.1430.0530.0250.0210.038-0.016-0.043-0.0300.0410.038-0.0050.5500.3990.1650.2480.9970.5300.3160.4180.2960.2450.5460.5520.1470.2360.5310.3830.0910.2460.9780.5180.2950.4130.2920.2370.5440.5360.1460.2330.5510.4000.1800.2491.0000.5300.3150.4170.2950.2450.5500.5510.1460.2380.562-0.028-0.013-0.028-0.0170.017NaN-0.049-0.002-0.001-0.0050.0310.0460.005-0.0060.0140.0100.0200.0050.0140.016-0.0020.0110.008-0.0030.000-0.006-0.0050.0000.021-0.016-0.012
ELEVATORS_MEDI-0.008-0.031-0.0080.1530.0730.0960.0750.274-0.035-0.0030.025-0.006-0.062NaN0.0040.006-0.0250.0790.046-0.013-0.221-0.2400.1080.0250.0360.044-0.024-0.074-0.0690.0860.1110.0010.8560.5650.2440.3690.5290.9960.3950.6960.5260.3140.8180.8910.1710.3070.8270.5400.1340.3660.5150.9800.3660.6900.5160.3050.8080.8610.1640.2920.8580.5670.2680.3690.5301.0000.3940.6930.5240.3150.8240.8920.1690.3080.848-0.043-0.018-0.043-0.023-0.009NaN-0.078-0.0060.024-0.0110.0090.085-0.001-0.0060.0190.0260.0450.0110.019-0.001-0.001-0.0010.022-0.0040.002-0.000-0.005-0.0010.039-0.012-0.031
ENTRANCES_MEDI0.004-0.010-0.004-0.004-0.001-0.008-0.000-0.012-0.010-0.018-0.040-0.012-0.010NaN0.0170.0100.0040.0380.001-0.0080.0230.0100.001-0.006-0.018-0.012-0.016-0.033-0.0280.010-0.0080.0060.5740.6430.0530.0680.3130.3890.9950.0210.0160.4210.5480.5880.0790.1440.5820.6560.0380.0740.3220.3960.9760.0290.0220.4270.5640.5970.0850.1630.5810.6530.0540.0660.3150.3941.0000.0190.0160.4250.5560.5920.0810.1500.549-0.0060.010-0.0060.003-0.001NaN-0.0030.0310.013-0.011-0.0050.002-0.015-0.0020.0140.0250.028-0.0000.0200.004-0.002-0.0000.008-0.004-0.010-0.0120.0050.011-0.003-0.003-0.013
FLOORSMAX_MEDI-0.021-0.049-0.0080.2010.1050.1330.1110.332-0.0380.0060.0830.006-0.092NaN-0.005-0.009-0.0420.0710.068-0.008-0.270-0.2850.1380.0310.0550.063-0.030-0.091-0.0780.1180.141-0.0050.6160.3190.3510.5480.4180.6960.0250.9970.7510.1750.5870.6380.1510.2980.5790.2820.1830.5380.3910.671-0.0040.9850.7310.1560.5650.5980.1350.2660.6130.3140.3890.5490.4170.6930.0191.0000.7500.1730.5860.6340.1480.2910.635-0.057-0.037-0.057-0.0390.004NaN-0.106-0.0050.0250.0020.0270.1010.007-0.0050.0120.0080.0430.0180.0150.0030.0020.0180.0160.0050.0070.020-0.0020.0000.048-0.004-0.033
FLOORSMIN_MEDI-0.012-0.033-0.0090.1340.0760.0990.0800.281-0.0230.0040.0440.001-0.071NaN-0.0020.003-0.0140.0620.069-0.013-0.223-0.2320.1210.0130.0450.058-0.026-0.087-0.0720.0850.108-0.0090.4550.2250.2480.3780.2970.5250.0200.7500.9970.1500.4320.4780.0990.1720.4320.1990.1330.3700.2760.5130.0030.7400.9880.1380.4180.4540.0860.1500.4530.2210.2750.3790.2950.5240.0160.7501.0000.1510.4320.4750.0960.1680.467-0.052-0.021-0.052-0.0240.009NaN-0.085-0.0020.0230.0010.0290.079-0.000-0.0140.0110.0100.0320.0170.013-0.004-0.0100.0100.0180.0070.0110.014-0.0050.0040.0400.001-0.025
LANDAREA_MEDI-0.000-0.0090.004-0.025-0.019-0.010-0.015-0.1140.000-0.0160.032-0.022-0.016NaN0.0160.004-0.007-0.014-0.0010.0030.0960.075-0.029-0.027-0.017-0.013-0.025-0.021-0.018-0.004-0.0230.0160.4000.3830.1150.1780.2440.3130.4230.1740.1510.9920.3830.4100.0840.1290.4060.3880.0640.1820.2530.3210.4180.1760.1540.9830.3990.4120.0880.1340.4030.3870.1260.1770.2450.3150.4250.1730.1511.0000.3870.4110.0860.1350.401-0.011-0.003-0.011-0.0030.014NaN0.0090.0020.011-0.0170.004-0.002-0.019-0.004-0.0080.026-0.003-0.0110.0090.012-0.002-0.0010.0140.006-0.004-0.009-0.0030.0120.0210.010-0.013
LIVINGAPARTMENTS_MEDI-0.012-0.030-0.0060.1100.0470.0630.0510.171-0.015-0.0140.040-0.009-0.048NaN0.0140.010-0.0190.0570.029-0.014-0.147-0.1750.0800.0120.0130.023-0.029-0.082-0.0710.0550.068-0.0020.9410.6450.2230.3440.5480.8230.5580.5900.4330.3850.9930.9000.1980.3330.9150.6280.1210.3430.5420.8110.5260.5850.4280.3770.9740.8740.1910.3270.9430.6500.2440.3430.5500.8240.5560.5860.4320.3871.0000.8990.1980.3320.861-0.0290.000-0.029-0.0090.001NaN-0.0570.0060.018-0.0170.0120.065-0.006-0.0040.0160.0220.0450.0000.0230.005-0.0010.0050.012-0.003-0.0030.0010.0030.0070.025-0.011-0.029
LIVINGAREA_MEDI-0.012-0.030-0.0020.1270.0590.0780.0630.181-0.023-0.0110.043-0.009-0.058NaN0.0110.010-0.0270.0620.040-0.005-0.153-0.1810.0840.0110.0210.028-0.029-0.078-0.0690.0750.0820.0020.9310.6780.2510.3790.5500.8880.5930.6360.4770.4090.8920.9970.1930.3490.9100.6580.1380.3770.5430.8780.5640.6330.4700.4020.8880.9690.1890.3360.9350.6830.2760.3780.5510.8920.5920.6340.4750.4110.8991.0000.1940.3510.928-0.038-0.014-0.038-0.016-0.002NaN-0.0670.0040.022-0.0120.0090.070-0.007-0.0040.0230.0300.0480.0040.0210.002-0.0000.0030.0140.002-0.001-0.0030.0090.0070.026-0.008-0.030
NONLIVINGAPARTMENTS_MEDI0.0010.0040.0110.0250.0080.0240.0100.0270.000-0.0020.0380.007-0.026NaN0.0020.002-0.0250.001-0.0130.010-0.011-0.0100.021-0.0090.0100.015-0.014-0.009-0.0080.0170.0220.0080.2350.1510.0570.0860.1460.1690.0820.1490.0970.0850.1980.1950.9890.3010.2270.1430.0320.0860.1460.1650.0750.1450.0950.0810.1770.1850.9840.2990.2350.1520.0630.0860.1460.1690.0810.1480.0960.0860.1980.1941.0000.3030.199-0.0100.001-0.009-0.0070.007NaN-0.0070.0020.0080.002-0.0010.011-0.002-0.002-0.0040.0080.008-0.0020.020-0.001-0.0030.015-0.003-0.003-0.0030.010-0.003-0.0020.0040.0190.003
NONLIVINGAREA_MEDI0.012-0.0270.0110.1070.0340.0390.0380.083-0.019-0.0080.083-0.005-0.043NaN0.0080.006-0.0160.0130.0100.005-0.106-0.1130.050-0.0030.0200.026-0.019-0.007-0.0040.0590.0500.0120.3530.2960.1060.1570.2380.3070.1520.2940.1680.1340.3300.3520.3020.9820.3400.2640.0590.1540.2330.2940.1380.2840.1650.1250.3210.3280.2990.9540.3510.3010.1150.1570.2380.3080.1500.2910.1680.1350.3320.3510.3031.0000.397-0.013-0.014-0.013-0.0150.017NaN-0.051-0.0010.0090.0020.0140.0380.001-0.004-0.0090.0640.0210.0240.0370.004-0.005-0.0000.002-0.010-0.0070.003-0.000-0.0030.0170.010-0.007
TOTALAREA_MODE-0.013-0.033-0.0000.1330.0610.0800.0640.172-0.022-0.0080.057-0.013-0.058NaN0.0080.002-0.0210.0510.040-0.004-0.156-0.1830.0760.0170.0280.035-0.025-0.074-0.0660.0740.0770.0010.8980.6540.2640.3910.5630.8530.5580.6400.4700.3990.8600.9340.1980.4010.8700.6310.1470.3850.5550.8300.5200.6320.4600.3910.8480.9030.1940.3850.8930.6560.2870.3900.5620.8480.5490.6350.4670.4010.8610.9280.1990.3971.000-0.035-0.020-0.036-0.0220.004NaN-0.0670.0030.022-0.0060.0080.068-0.004-0.0050.0170.0360.0450.0140.0210.0080.0030.0030.0150.003-0.0010.0050.0030.0100.026-0.010-0.026
OBS_30_CNT_SOCIAL_CIRCLE0.0020.0280.014-0.064-0.024-0.039-0.024-0.0580.040-0.0100.0390.0100.016NaN0.011-0.0070.018-0.051-0.0120.0200.0680.057-0.015-0.018-0.033-0.029-0.0150.0080.012-0.048-0.039-0.028-0.033-0.0140.002-0.013-0.029-0.044-0.006-0.058-0.052-0.011-0.029-0.038-0.010-0.015-0.027-0.0120.006-0.011-0.025-0.037-0.001-0.054-0.050-0.009-0.024-0.031-0.008-0.008-0.032-0.017-0.000-0.013-0.028-0.043-0.006-0.057-0.052-0.011-0.029-0.038-0.010-0.013-0.0351.0000.3010.9980.229-0.020NaN0.043-0.0060.002-0.015-0.005-0.033-0.0020.0070.002-0.001-0.014-0.005-0.016-0.008-0.0080.005-0.0050.005-0.010-0.003-0.0180.0140.0060.0040.046
DEF_30_CNT_SOCIAL_CIRCLE0.0340.019-0.010-0.043-0.013-0.017-0.014-0.0100.0190.0020.0230.0220.001NaN-0.001-0.0030.010-0.022-0.014-0.0060.0340.0330.005-0.007-0.010-0.010-0.005-0.005-0.006-0.028-0.031-0.045-0.011-0.013-0.016-0.030-0.014-0.0190.011-0.039-0.021-0.003-0.000-0.014-0.000-0.011-0.012-0.013-0.007-0.029-0.012-0.0160.011-0.037-0.021-0.001-0.001-0.0130.002-0.011-0.011-0.016-0.017-0.029-0.013-0.0180.010-0.037-0.021-0.0030.000-0.0140.001-0.014-0.0200.3011.0000.3020.848-0.006NaN0.027-0.003-0.011-0.0010.006-0.018-0.001-0.0030.013-0.003-0.018-0.004-0.013-0.012-0.004-0.004-0.008-0.004-0.0050.0030.0040.0000.003-0.0080.035
OBS_60_CNT_SOCIAL_CIRCLE0.0020.0280.014-0.064-0.023-0.038-0.024-0.0570.040-0.0100.0390.0090.016NaN0.010-0.0070.018-0.051-0.0120.0200.0680.057-0.015-0.018-0.032-0.028-0.0160.0080.012-0.048-0.039-0.028-0.034-0.0150.002-0.013-0.029-0.044-0.006-0.058-0.052-0.011-0.029-0.038-0.009-0.015-0.027-0.0120.006-0.011-0.025-0.037-0.002-0.054-0.050-0.010-0.024-0.031-0.008-0.008-0.032-0.0180.000-0.013-0.028-0.043-0.006-0.057-0.052-0.011-0.029-0.038-0.009-0.013-0.0360.9980.3021.0000.230-0.021NaN0.043-0.0060.001-0.015-0.005-0.033-0.0020.0070.002-0.001-0.014-0.004-0.016-0.008-0.0080.005-0.0050.006-0.010-0.003-0.0190.0150.0060.0040.047
DEF_60_CNT_SOCIAL_CIRCLE0.0230.024-0.008-0.046-0.015-0.017-0.016-0.0170.019-0.0050.0290.0230.009NaN0.006-0.0040.011-0.024-0.012-0.0050.0450.041-0.002-0.007-0.014-0.0120.000-0.003-0.003-0.032-0.036-0.045-0.016-0.015-0.014-0.028-0.018-0.0230.003-0.040-0.023-0.002-0.010-0.017-0.008-0.011-0.017-0.012-0.003-0.027-0.015-0.0210.005-0.040-0.024-0.001-0.010-0.016-0.007-0.012-0.016-0.015-0.018-0.029-0.017-0.0230.003-0.039-0.024-0.003-0.009-0.016-0.007-0.015-0.0220.2290.8480.2301.000-0.009NaN0.030-0.003-0.007-0.0080.009-0.0170.006-0.0030.006-0.003-0.014-0.003-0.019-0.013-0.004-0.007-0.007-0.001-0.0040.0070.005-0.0030.003-0.0100.031
DAYS_LAST_PHONE_CHANGE-0.0020.018-0.004-0.006-0.039-0.037-0.040-0.0050.129-0.0120.0800.1000.000NaN0.017-0.048-0.043-0.077-0.005-0.023-0.001-0.008-0.0080.0110.0370.0320.0380.0340.027-0.108-0.169-0.064-0.0010.001-0.0040.0130.015-0.009-0.0030.0040.0090.0150.001-0.0010.0080.020-0.004-0.001-0.0100.0120.021-0.011-0.0020.0050.0090.011-0.003-0.0020.0040.017-0.0010.0010.0000.0130.017-0.009-0.0010.0040.0090.0140.001-0.0020.0070.0170.004-0.020-0.006-0.021-0.0091.000NaN-0.0480.010-0.032-0.0240.0130.0020.013-0.0050.046-0.0010.0610.0520.0300.0560.0140.0580.0140.005-0.0040.0040.0230.004-0.044-0.003-0.110
FLAG_DOCUMENT_2NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1.000NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
FLAG_DOCUMENT_3-0.0180.0520.022-0.0920.0680.0510.048-0.1380.034-0.1040.0100.0070.040NaN0.103-0.0070.025-0.024-0.0110.0340.1150.124-0.048-0.032-0.039-0.042-0.023-0.004-0.006-0.038-0.058-0.031-0.058-0.042-0.019-0.041-0.049-0.081-0.005-0.108-0.0870.007-0.059-0.068-0.008-0.054-0.047-0.031-0.004-0.039-0.043-0.0690.005-0.101-0.0800.010-0.050-0.057-0.004-0.044-0.055-0.038-0.022-0.041-0.049-0.078-0.003-0.106-0.0850.009-0.057-0.067-0.007-0.051-0.0670.0430.0270.0430.030-0.048NaN1.000-0.013-0.155-0.224-0.025-0.665-0.089-0.013-0.107-0.013-0.031-0.0150.0090.015-0.004-0.0070.0110.009-0.0220.0050.0110.0250.0020.0290.044
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AMT_REQ_CREDIT_BUREAU_YEAR-0.0090.033-0.042-0.003-0.059-0.009-0.063-0.022-0.0550.033-0.019-0.003-0.017NaN-0.033-0.0600.037-0.0260.067-0.0310.0360.037-0.047-0.009-0.018-0.014-0.016-0.020-0.0210.001-0.039-0.084-0.026-0.021-0.014-0.027-0.012-0.032-0.012-0.032-0.025-0.015-0.030-0.0300.002-0.007-0.024-0.021-0.009-0.027-0.011-0.030-0.011-0.032-0.023-0.014-0.028-0.0280.003-0.007-0.025-0.023-0.010-0.028-0.012-0.031-0.013-0.033-0.025-0.013-0.029-0.0300.003-0.007-0.0260.0460.0350.0470.031-0.110NaN0.044-0.009-0.0180.019-0.0080.001-0.0120.017-0.038-0.004-0.070-0.053-0.040-0.036-0.013-0.048-0.007-0.010-0.004-0.0100.0010.028-0.0130.1061.000

Sample

SK_ID_CURRTARGETNAME_CONTRACT_TYPECODE_GENDERFLAG_OWN_CARFLAG_OWN_REALTYCNT_CHILDRENAMT_INCOME_TOTALAMT_CREDITAMT_ANNUITYAMT_GOODS_PRICENAME_TYPE_SUITENAME_INCOME_TYPENAME_EDUCATION_TYPENAME_FAMILY_STATUSNAME_HOUSING_TYPEREGION_POPULATION_RELATIVEDAYS_BIRTHDAYS_EMPLOYEDDAYS_REGISTRATIONDAYS_ID_PUBLISHOWN_CAR_AGEFLAG_MOBILFLAG_EMP_PHONEFLAG_WORK_PHONEFLAG_CONT_MOBILEFLAG_PHONEFLAG_EMAILOCCUPATION_TYPECNT_FAM_MEMBERSREGION_RATING_CLIENTREGION_RATING_CLIENT_W_CITYWEEKDAY_APPR_PROCESS_STARTHOUR_APPR_PROCESS_STARTREG_REGION_NOT_LIVE_REGIONREG_REGION_NOT_WORK_REGIONLIVE_REGION_NOT_WORK_REGIONREG_CITY_NOT_LIVE_CITYREG_CITY_NOT_WORK_CITYLIVE_CITY_NOT_WORK_CITYORGANIZATION_TYPEEXT_SOURCE_1EXT_SOURCE_2EXT_SOURCE_3APARTMENTS_AVGBASEMENTAREA_AVGYEARS_BEGINEXPLUATATION_AVGYEARS_BUILD_AVGCOMMONAREA_AVGELEVATORS_AVGENTRANCES_AVGFLOORSMAX_AVGFLOORSMIN_AVGLANDAREA_AVGLIVINGAPARTMENTS_AVGLIVINGAREA_AVGNONLIVINGAPARTMENTS_AVGNONLIVINGAREA_AVGAPARTMENTS_MODEBASEMENTAREA_MODEYEARS_BEGINEXPLUATATION_MODEYEARS_BUILD_MODECOMMONAREA_MODEELEVATORS_MODEENTRANCES_MODEFLOORSMAX_MODEFLOORSMIN_MODELANDAREA_MODELIVINGAPARTMENTS_MODELIVINGAREA_MODENONLIVINGAPARTMENTS_MODENONLIVINGAREA_MODEAPARTMENTS_MEDIBASEMENTAREA_MEDIYEARS_BEGINEXPLUATATION_MEDIYEARS_BUILD_MEDICOMMONAREA_MEDIELEVATORS_MEDIENTRANCES_MEDIFLOORSMAX_MEDIFLOORSMIN_MEDILANDAREA_MEDILIVINGAPARTMENTS_MEDILIVINGAREA_MEDINONLIVINGAPARTMENTS_MEDINONLIVINGAREA_MEDIFONDKAPREMONT_MODEHOUSETYPE_MODETOTALAREA_MODEWALLSMATERIAL_MODEEMERGENCYSTATE_MODEOBS_30_CNT_SOCIAL_CIRCLEDEF_30_CNT_SOCIAL_CIRCLEOBS_60_CNT_SOCIAL_CIRCLEDEF_60_CNT_SOCIAL_CIRCLEDAYS_LAST_PHONE_CHANGEFLAG_DOCUMENT_2FLAG_DOCUMENT_3FLAG_DOCUMENT_4FLAG_DOCUMENT_5FLAG_DOCUMENT_6FLAG_DOCUMENT_7FLAG_DOCUMENT_8FLAG_DOCUMENT_9FLAG_DOCUMENT_10FLAG_DOCUMENT_11FLAG_DOCUMENT_12FLAG_DOCUMENT_13FLAG_DOCUMENT_14FLAG_DOCUMENT_15FLAG_DOCUMENT_16FLAG_DOCUMENT_17FLAG_DOCUMENT_18FLAG_DOCUMENT_19FLAG_DOCUMENT_20FLAG_DOCUMENT_21AMT_REQ_CREDIT_BUREAU_HOURAMT_REQ_CREDIT_BUREAU_DAYAMT_REQ_CREDIT_BUREAU_WEEKAMT_REQ_CREDIT_BUREAU_MONAMT_REQ_CREDIT_BUREAU_QRTAMT_REQ_CREDIT_BUREAU_YEAR
01000021Cash loansMNY0202500.0406597.524700.5351000.0UnaccompaniedWorkingSecondary / secondary specialSingle / not marriedHouse / apartment0.018801-9461-637-3648.0-2120NaN110110Laborers1.022WEDNESDAY10000000Business Entity Type 30.0830370.2629490.1393760.02470.03690.97220.61920.01430.000.06900.08330.12500.03690.02020.01900.00000.00000.02520.03830.97220.63410.01440.00000.06900.08330.12500.03770.0220.01980.00.00.02500.03690.97220.62430.01440.000.06900.08330.12500.03750.02050.01930.00000.00reg oper accountblock of flats0.0149Stone, brickNo2.02.02.02.0-1134.0010000000000000000000.00.00.00.00.01.0
11000030Cash loansFNN0270000.01293502.535698.51129500.0FamilyState servantHigher educationMarriedHouse / apartment0.003541-16765-1188-1186.0-291NaN110110Core staff2.011MONDAY11000000School0.3112670.622246NaN0.09590.05290.98510.79600.06050.080.03450.29170.33330.01300.07730.05490.00390.00980.09240.05380.98510.80400.04970.08060.03450.29170.33330.01280.0790.05540.00.00.09680.05290.98510.79870.06080.080.03450.29170.33330.01320.07870.05580.00390.01reg oper accountblock of flats0.0714BlockNo1.00.01.00.0-828.0010000000000000000000.00.00.00.00.00.0
21000040Revolving loansMYY067500.0135000.06750.0135000.0UnaccompaniedWorkingSecondary / secondary specialSingle / not marriedHouse / apartment0.010032-19046-225-4260.0-253126.0111110Laborers1.022MONDAY9000000GovernmentNaN0.5559120.729567NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNoneNoneNaNNoneNone0.00.00.00.0-815.0000000000000000000000.00.00.00.00.00.0
31000060Cash loansFNY0135000.0312682.529686.5297000.0UnaccompaniedWorkingSecondary / secondary specialCivil marriageHouse / apartment0.008019-19005-3039-9833.0-2437NaN110100Laborers2.022WEDNESDAY17000000Business Entity Type 3NaN0.650442NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNoneNoneNaNNoneNone2.00.02.00.0-617.001000000000000000000NaNNaNNaNNaNNaNNaN
41000070Cash loansMNY0121500.0513000.021865.5513000.0UnaccompaniedWorkingSecondary / secondary specialSingle / not marriedHouse / apartment0.028663-19932-3038-4311.0-3458NaN110100Core staff1.022THURSDAY11000011ReligionNaN0.322738NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNoneNoneNaNNoneNone0.00.00.00.0-1106.0000000100000000000000.00.00.00.00.00.0
51000080Cash loansMNY099000.0490495.527517.5454500.0Spouse, partnerState servantSecondary / secondary specialMarriedHouse / apartment0.035792-16941-1588-4970.0-477NaN111110Laborers2.022WEDNESDAY16000000OtherNaN0.3542250.621226NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNoneNoneNaNNoneNone0.00.00.00.0-2536.0010000000000000000000.00.00.00.01.01.0
61000090Cash loansFYY1171000.01560726.041301.01395000.0UnaccompaniedCommercial associateHigher educationMarriedHouse / apartment0.035792-13778-3130-1213.0-61917.0110110Accountants3.022SUNDAY16000000Business Entity Type 30.7747610.7240000.492060NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNoneNoneNaNNoneNone1.00.01.00.0-1562.0000000100000100000000.00.00.01.01.02.0
71000100Cash loansMYY0360000.01530000.042075.01530000.0UnaccompaniedState servantHigher educationMarriedHouse / apartment0.003122-18850-449-4597.0-23798.0111100Managers2.033MONDAY16000011OtherNaN0.7142790.540654NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNoneNoneNaNNoneNone2.00.02.00.0-1070.0010000000000000000000.00.00.00.00.00.0
81000110Cash loansFNY0112500.01019610.033826.5913500.0ChildrenPensionerSecondary / secondary specialMarriedHouse / apartment0.018634-20099365243-7427.0-3514NaN100100None2.022WEDNESDAY14000000XNA0.5873340.2057470.751724NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNoneNoneNaNNoneNone1.00.01.00.00.0010000000000000000000.00.00.00.00.01.0
91000120Revolving loansMNY0135000.0405000.020250.0405000.0UnaccompaniedWorkingSecondary / secondary specialSingle / not marriedHouse / apartment0.019689-14469-2019-14437.0-3992NaN110100Laborers1.022THURSDAY8000000ElectricityNaN0.746644NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNoneNoneNaNNoneNone2.00.02.00.0-1673.000000000000000000000NaNNaNNaNNaNNaNNaN